Play a business simulator
Each short browser simulation turns pricing, staffing, capacity, quality, and cash-flow choices into measurable results.
Free Cash Flow (FCF) Margin & Cash Conversion Lab
Model free cash flow margins, cash conversion efficiency from net income, capital expenditure intensity, and Rule of 40 score with 5x5 sensitivity matrix analysis.
Sloan Ratio Calculator & Earnings Quality Forensic Lab
Evaluate Richard Sloan's accrual anomaly, paper accounting profits versus operational cash generation, and balance sheet earnings reversal risk.
Degree of Financial Leverage (DFL) Calculator & EPS Risk Lab
Model how fixed debt service and financing charges amplify earnings-per-share volatility, evaluate financial breakeven thresholds, and stress-test capital structure risk.
EV/FCF Multiple & Cash Valuation Lab
Model Enterprise Value to Free Cash Flow (EV/FCF) multiples, cash yield, capital structure debt bridges, and takeover target valuation.
Degree of Total Leverage (DTL) Calculator & Combined Risk Lab
Synthesize operating leverage (DOL) and financial leverage (DFL) into an enterprise multiplier to model top-line sales to bottom-line EPS sensitivity.
Defensive Interval Ratio (DIR) & Cash Runway Lab
Model Defensive Interval Ratio (DIR / DIP), daily cash burn rate, defensive quick asset reserves, and operational survival runway days without revenue.
Fixed Asset Turnover (FAT) & Capital Intensity Lab
Calculate Fixed Asset Turnover (FAT), Net PP&E utilization, capital intensity ratios, and capex expansion velocity across operating archetypes.
Cash Flow to Debt Ratio & Solvency Lab
Calculate Cash Flow to Debt Ratio (CFO / Total Debt), net debt payoff horizon, credit rating solvency, and debt coverage in a free business simulation lab.
Credit Spread & Default Probability Calculator
Calculate bond credit spreads (G-spread), risk-neutral implied default probability, cumulative default risk over maturity, and recovery risk premiums in an interactive fixed income lab.
Price-Volume-Mix (PVM) Calculator & Revenue Variance Lab
Deconstruct revenue and gross margin variances into Price, Volume, and Product Mix effects with interactive multi-product waterfall attribution.
Dividend Payout Ratio Calculator & Safety Lab
Model dividend payout ratios, earnings coverage cushions, dividend cut risk thresholds, and capital retention velocity across dividend aristocrats and high-yield equities.
Equity Multiplier Calculator & Financial Leverage Lab
Model financial leverage, assets-to-equity magnification, debt-to-equity bridge, and DuPont 3-step ROE expansion with dual 5x5 sensitivity matrices.
Cash Return on Invested Capital (CROIC) Calculator & Cash Moat Lab
Calculate Free Cash Flow to Invested Capital, CROIC vs. ROIC cash conversion quality, and economic cash spread over WACC across industry capital structures.
Effective Tax Rate & Corporate Tax Shield Lab
Model GAAP effective tax rate (ETR), cash taxes paid, deferred tax timing variance, debt interest tax shields, and pre-tax to net income waterfall.
Net Debt to EBITDA & Leverage Covenant Lab
Model Net Debt to EBITDA multiple, gross vs. net debt leverage bridge, bank credit covenant clearance headroom, and de-leveraging payoff horizons.
FCF Conversion Ratio & Cash Quality Lab
Model Free Cash Flow conversion from Net Income and EBITDA, diagnose non-cash accrual drags, measure CapEx absorption, and benchmark earnings quality.
Equity Ratio Calculator & Capital Structure Lab
Model stockholders' equity vs. total assets, calculate debt-to-assets absorption, evaluate the DuPont equity multiplier, and stress test balance sheet solvency.
Cash Conversion Efficiency Calculator & FCF Realization Lab
Model Cash Conversion Efficiency (CCE % = FCF ÷ Revenue), Operating Cash Flow realization, CapEx absorption, and working capital drag across operating business models.
Retained Earnings Calculator & Self-Funded Growth Lab
Model Ending Retained Earnings = Beginning + Net Income - Dividends, plowback retention rates, and sustainable self-funded growth capacity across operating scenarios.
Cost of Equity Calculator & Multi-Model Valuation Lab
Estimate Cost of Equity (Ke) using CAPM, Gordon Growth Model, and Bond Yield Plus Risk Premium methods with user-weighted triangulation and sensitivity matrices.
NOPAT & Economic Profit (EVA) Lab
Calculate Net Operating Profit After Tax (NOPAT = EBIT × (1 - t)), Return on Invested Capital (ROIC), Capital Charges, and Economic Value Added (EVA).
Equity Risk Premium (ERP) Multi-Model Lab
Estimate the market hurdle spread across Historical Realized, Damodaran Implied Forward DCF, and Ibbotson-Chen Supply-Side macroeconomic models.
Market Value Added (MVA) & Wealth Creation Lab
Model Market Value Added (MVA = Total Market Value - Invested Capital), single-period EVA, and discounted PV of future economic profits.
Internal Growth Rate (IGR) & Zero-Debt Lab
Model the maximum self-funded growth rate achievable strictly through retained earnings with zero debt or equity dilution, External Financing Needed (EFN), and Higgins SGR contrast.
Residual Income Valuation (EBO Model) Lab
Estimate intrinsic equity value, equity capital charges, and justified P/B multiples using Clean Surplus Accounting and competitive persistence decay.
Adjusted Present Value (APV) Valuation Lab
Model Myers (1974) Adjusted Present Value, unlevered DCF cash flows, interest tax shields with dynamic debt paydown, and financial distress costs.
Fuller-Hsia H-Model Dividend Discount Lab
Model Fuller-Hsia two-stage equity valuation, linear dividend growth fade, terminal value, market-implied cost of equity, and discrete DCF schedules.
Asian Option Pricing Lab
Value arithmetic and geometric Asian options with Kemna-Vorst closed forms and Turnbull-Wakeman moment matching, quantifying volatility dampening.
Lookback Option Pricing Lab
Price floating and fixed strike lookback options using Goldman-Sosin-Gatto and Conze-Viswanathan analytical formulas with discrete monitoring adjustments.
Margrabe Exchange Option Lab
Value options to exchange one asset for another with William Margrabe's (1978) closed-form formula, combined spread volatility, and cross-asset Greeks.
Compound Option Pricing Lab (Geske 1979)
Value options on options across Call-on-Call, Put-on-Call, Call-on-Put, and Put-on-Put with Robert Geske's (1979) model, critical boundary S*, and staged real options.
Chooser Option Pricing Lab (Rubinstein 1991)
Value simple and complex chooser options (as-you-like-it options) with Mark Rubinstein's (1991) model, critical hurdle S*, Greeks, and straddle discount analysis.
Bermudan Option Pricing & Early Exercise Lab
Price Bermudan options with discrete early-exercise schedules using recombining binomial lattices, backward induction, early exercise boundaries, and American vs European decomposition.
Forward Start Option Pricing & Reset Lab (Rubinstein 1991)
Price forward start options with future strike determination date t1 and moneyness multiple alpha under Mark Rubinstein's (1991) model, normalized unit pricing, and cliquet structures.
Gap Option Pricing & Payoff Discontinuity Lab
Price European gap calls and puts with dual strikes (K1 trigger hurdle, K2 payoff strike). Model negative option values, jump discontinuities, and Delta/Gamma cliff risks.
Rainbow Option Pricing & Multi-Asset Correlation Lab
Price multi-asset rainbow options on the maximum (Best-of) or minimum (Worst-of) of two risky assets using Johnson (1987) closed forms, bivariate normal CDFs, and correlation Greeks.
Basket Option Pricing & Portfolio Correlation Lab
Value multi-asset equity basket options. Model moment matching approximations, diversification discounts, cross-asset correlation dispersion, and Component Greeks.
Digital Option Pricing & Binary Greeks Lab
Value cash-or-nothing and asset-or-nothing binary options. Analyze extreme expiry pin risk, Dirac delta Greeks, and tight vanilla call spread static replication.
Quanto Option Pricing & FX Correlation Lab
Value cross-currency quanto derivatives with fixed guaranteed exchange rates. Model Girsanov quanto drift adjustments, equity-FX correlation risk, and cross-currency Greeks.
Power Option Pricing & Convexity Greeks Lab
Value non-linear power contracts with payoff exponents α. Model Itô volatility magnification, non-linear super-convexity, leverage explosions, and higher-order Greeks.
Cliquet Option Pricing & Ratchet Equity Lab
Value multi-period cliquet (ratchet) equity options. Model periodic strike resets, local return caps and floors, forward-start option series, and structured notes.
Variance Swap & Volatility Derivatives Lab
Value institutional variance swaps. Model Demeterfi et al. (1999) log-contract replication strips, fair variance strikes, vega notional conversions, and capped payoffs.
Autocallable Structured Note & Phoenix Lab
Value autocallable notes and Phoenix reverse convertibles. Model periodic early redemption triggers, memory coupons, European/American knock-in barriers, and duration risk.
Credit Default Swap (CDS) Pricing & Hazard Rate Lab
Value single-name Credit Default Swaps, ISDA standard coupons (100/500 bps), upfront payment settlement, hazard rate bootstrapping, survival curves, and CS01/DV01 risk.
Credit Valuation Adjustment (CVA) & XVA Lab
Model OTC derivative counterparty credit risk, Expected Exposure profiles (EE, EPE, PFE 95th/99th), unilateral CVA, DVA, Bilateral BCVA, and ISDA CSA collateral netting.
Forward Rate Agreement (FRA) Pricing & Hedging Lab
Value money market Forward Rate Agreements (FRAs), no-arbitrage forward rate curves, in-advance discounted settlement payoffs, and borrower/lender hedging strategies.
Interest Rate Cap, Floor & Collar Pricing Lab
Value interest rate caps, floors, and zero-cost collars using Black-76, model caplet amortization strips, cap-floor parity, and Vega/Theta risk management.
European Swaption Pricing Lab (Black-76 & Bachelier)
Price interest rate payer and receiver swaptions across Expiry × Tenor structures, model swap annuities (PVBP), and compare Black-76 vs Bachelier normal models.
Constant Maturity Swap (CMS) & Convexity Adjustment Lab
Model Constant Maturity Swaps (CMS), calculate numeraire-change convexity adjustments, price CMS caps and floors, and structure curve spread options.
Bermudan Swaption Pricing Lab (Hull-White Tree)
Price callable and Bermudan interest rate swaptions using a 1-factor Hull-White trinomial tree, model early exercise boundaries, and calculate flexibility premiums.
Corporate Debt Restructuring & Debt-to-Equity Swap Lab
Model distressed corporate debt recapitalizations, creditor haircuts, debt-to-equity swaps (DES), existing shareholder dilution, and post-restructuring solvency covenants.
Convertible Bond Pricing & Greeks Lab
Value hybrid convertible bonds, conversion parity, straight debt investment floors, bifurcation option premiums, conversion premiums, and arbitrage delta hedging.
Bond Convexity & Price Volatility Lab
Calculate analytical bond convexity, modified duration, dollar convexity, and compare first-order linear duration vs. second-order Taylor series approximations under rate shocks.
Barbell vs. Bullet Bond Strategy Lab
Construct duration-matched barbell and bullet fixed income portfolios, analyze the barbell convexity premium, model yield giveup drag, and simulate returns across curve shifts.
Key Rate Duration Lab
Quantify key rate duration (KRD) vectors across benchmark tenors (2Y, 5Y, 10Y, 30Y), model non-parallel yield curve reshaping, and evaluate multi-bond portfolio shaping risk.
Spot vs. Forward Rate Curve Lab
Bootstrap zero-coupon spot yield curves from coupon-bearing par bonds, extract implied forward rates (1y1y, 2y3y, 5y5y), and model term premium dynamics.
Nelson-Siegel & Svensson Curve Lab
Calibrate Nelson-Siegel and Svensson parametric yield curves, decompose Level, Slope, and Curvature factors, and derive instantaneous forward curves.
Z-Spread, OAS & ASW Spread Lab
Decompose bond credit risk by discounting cash flows over the spot curve. Compute Z-spread, Option-Adjusted Spread (OAS), and Par-Par Asset Swap Spread (ASW).
Box Spread Arbitrage Lab
Model 4-legged options box spreads, calculate implied borrowing/lending rates, theoretical bounds, American early exercise risk, and slippage frictions.
Iron Condor & Credit Spread Lab
Model 4-legged delta-neutral Iron Condors, evaluate Probability of Profit (POP), credit collection, max risk, and portfolio Greeks across time.
Butterfly Spread Strategy & Greeks Lab
Model 3-strike options butterfly structures (1-2-1), Black-Scholes Greeks, asymmetric broken-wing variations, pin risk, and time-decay acceleration.
Straddle & Strangle Strategy Lab
Model pure volatility options plays, binary event expected moves, post-earnings IV crush, gamma-theta trade-offs, and dual breakeven boundaries.
Calendar & Time Decay Options Lab
Model horizontal time spreads, differential theta acceleration, implied volatility term structure skew, and front-month expiration mark-to-market payoffs.
Ratio Spread & Volume Backspread Lab
Model 1:2 Call/Put front ratio spreads, 2:1 volatility backspreads, asymmetric tail risk, naked strike breakevens, and Black-Scholes Greeks.
Condor Spread Strategy Lab
Model 4-strike Long & Short Condor spreads, flat profit plateau (K2 to K3), dual breakevens, defined risk limits, and Black-Scholes Greeks.
Seagull Spread Strategy Lab
Model 3-strike Bull & Bear Seagull spreads, zero-cost FX corridors, asymmetric tail risk, breakevens, and Black-Scholes Greeks.
Collar Strategy Lab
Model Protective Collar options strategies, zero-cost hedging corridors, floor protection, capped upside, net Greeks, and Black-Scholes pricing.
Strip & Strap Options Lab
Model asymmetric 2:1 Strip (bearish) and Strap (bullish) options strategies, directional volatility tilt, dual breakevens, and Black-Scholes Greeks.
Iron Butterfly Strategy Lab
Model 4-leg Iron Butterfly credit structures: short ATM straddle core, long OTM wings, peak profit apex, defined risk bounds, and Black-Scholes Greeks.
Christmas Tree Spread Lab
Model asymmetric 3-strike option ladders (+1 K1, -1 K2, -1 K3): low net debit entry, directional bias with defined risk, peak profit, and Black-Scholes Greeks.
Risk Reversal Strategy Lab
Model directional synthetic options setups and FX 25-delta volatility skew: call vs put parity, zero-cost corridors, and Black-Scholes Greeks.
Jelly Roll Strategy Lab
Master 4-legged calendar synthetic loans, put-call parity theoretical pricing, implied financing rates, and American early assignment risk.
Dispersion Trading Strategy Lab
Model index vs basket volatility relative value, implied correlation calculation, vega-neutral hedging, and correlation risk premium (CRP).
Synthetic Futures Strategy Lab
Master Put-Call Parity synthetic replication (+C/-P), cost of carry forward pricing, margin efficiency, and zero-vega linear delta tracking.
Breeden-Litzenberger Density Lab
Extract model-free risk-neutral probability density functions (RND) using second partial derivative curvature and butterfly option replication.
Vanna-Volga Pricing & Hedging Lab
Price FX and equity options using the Vanna-Volga method. Compute smile adjustments, Vega, Vanna, and Volga hedges with 25-delta risk reversals.
Implied Volatility Surface & SVI Lab
Model institutional 3D volatility surfaces and Gatheral SVI calibration. Analyze strike skews, term structure contango/backwardation, and calendar no-arbitrage bounds.
Volatility Cone & Realized Vol Lab
Analyze institutional volatility cones, multi-horizon realized volatility percentiles, estimator efficiencies (Parkinson, Garman-Klass, Yang-Zhang), and Volatility Risk Premium (VRP).
Spread Option Pricing Lab
Price two-asset European spread options with non-zero strikes using Kirk's (1995) approximation. Model crack spreads, spark spreads, cross-asset Greeks, and correlation sensitivities.
Dupire Local Volatility Lab
Extract Bruno Dupire's (1994) local volatility surface from Black-Scholes implied variance smiles. Analyze the factor-of-two slope rule, calendar monotonicity, and butterfly convexity.
CBOE VIX Index Lab
Calculate the official CBOE Volatility Index (VIX) from discrete options chains. Explore log-contract replication with 1/K² weights, zero-bid truncation, and 30-day roll interpolation.
Volatility Swap Lab
Price pure volatility swaps and model Jensen's inequality convexity drag. Analyze Brockhaus-Long analytical Taylor expansions, linear vs. convex variance payoffs, and mark-to-market trajectories.
Correlation Swap Lab
Price correlation swaps, evaluate Sebastien Bossu implied correlation replication from index vs basket variance, model the Correlation Risk Premium (CRP), and track mark-to-market curves.
Corridor Variance Swap Lab
Price conditional corridor variance swaps and downside semi-variance swaps. Model Peter Carr & Roger Lee bounded replication strips, strike discounts, and barrier pin risk.
Forward Volatility (FVA) Lab
Price Forward Volatility Agreements (FVA) and forward starting variance swaps. Model calendar variance replication, forward convexity drag, and term structure roll-down carry.
VIX Futures & Options Lab
Price VIX futures and options. Model mean reversion, term structure roll yield, Black-76 option Greeks, positive volatility skew, and ETP drag.
CPPI Portfolio Insurance Lab
Simulate Constant Proportion Portfolio Insurance (CPPI). Model dynamic floor protection, cushion leverage, cash-lock risk, and gap crash events.
OBPI Portfolio Insurance Lab
Price Option-Based Portfolio Insurance (OBPI). Model protective puts, 90/10 capital protected notes, participation rates, and theta decay.
TIPP Portfolio Insurance Lab
Model Time-Invariant Portfolio Protection (TIPP). Simulate ratcheted trailing floors, high-water marks, cash-lock risk, and CPPI comparisons.
Risk Parity & ERC Lab
Model Risk Parity and Equal Risk Contribution (ERC) portfolios. Compare 60/40 asset allocations, risk budgets, leverage, and macro regimes.
Hierarchical Risk Parity Lab
Model Hierarchical Risk Parity (HRP) portfolios. Compare López de Prado tree clustering, recursive bisection, Markowitz CLA, and risk budgets.
Maximum Diversification Lab
Model the Most Diversified Portfolio (MDP) and Diversification Ratio (DR). Compare Choueifaty equi-correlation, risk parity, HRP, and Markowitz CLA.
Resampled Efficient Frontier Lab
Model Michaud's Resampled Efficient Frontier. Compare Monte Carlo parameter uncertainty, classical Markowitz CLA, and robust asset allocations.
Ledoit-Wolf Covariance Shrinkage Lab
Model Ledoit-Wolf optimal covariance shrinkage, Random Matrix Theory, and Marcenko-Pastur bounds. Stabilize Markowitz portfolios under sample noise.
Kelly Criterion Portfolio Lab
Model continuous multi-asset Kelly optimization, fractional Kelly leverage, logarithmic capital growth, and drawdown risk.
Fundamental Law of Active Management Lab
Model Grinold & Kahn Information Ratio, transfer coefficient, breadth compression, and active alpha forecasting.
Brinson Portfolio Attribution Lab
Model Brinson-Hood-Beebower (BHB) and Brinson-Fachler (BF) portfolio attribution, sector allocation, selection, and interaction effects.
Barra Factor Risk & Tracking Error Lab
Model Barra multi-factor risk, active tracking error, systematic factor exposures, specific risk, and Euler risk contributions.
Almgren-Chriss Optimal Execution Lab
Model Almgren-Chriss optimal liquidation, permanent and temporary market impact, trading urgency, and execution frontiers.
Sharpe Style Analysis (RBSA) Lab
Model William Sharpe returns-based style analysis, effective asset allocation, R² style fit, active alpha, and rolling style drift.
Copula & Tail Dependence Portfolio Lab
Model Gaussian, Student-t, Clayton, and Gumbel copulas, lower and upper tail dependence, joint default risk, and systemic crash contagion.
CVaR & Expected Shortfall Optimization Lab
Model Rockafellar-Uryasev CVaR portfolio optimization, Euler component tail risk decomposition, and Basel FRTB Expected Shortfall.
GARCH(1,1) Volatility Forecasting Lab
Model Bollerslev GARCH(1,1) and GJR-GARCH volatility clustering, shock persistence, half-life, news impact curves, and term structure forecasts.
Variance Gamma (VG) Option Pricing Lab
Model Madan-Carr-Chang pure jump Lévy dynamics, stochastic operational time subordination, leptokurtic return densities, and Fourier option pricing.
Kou Jump-Diffusion Option Pricing Lab
Model Steven Kou (2002) double exponential jump-diffusion dynamics, asymmetric upward/downward jump decays, memoryless overshoot property, and Fourier option pricing.
Bates Model Option Pricing Lab
Model David Bates (1996) stochastic volatility with jumps, combining Heston CIR variance diffusion and Merton Poisson jumps to resolve short-tenor skews.
CEV Model Option Pricing Lab
Model John Cox (1975) Constant Elasticity of Variance local volatility diffusion, non-central chi-square option pricing, default risk, and leverage skews.
Merton Portfolio Choice & Consumption Lab
Model Robert C. Merton's (1971) continuous-time portfolio choice, optimal risky share rule, and dynamic lifetime consumption under CRRA utility.
Carr-Madan Option Replication Lab
Model Peter Carr & Dilip Madan's (2001) static spanning theorem, replicate arbitrary European payoffs, and synthesize model-free VIX variance strips.
Kyle's Lambda & Market Microstructure Lab
Model Pete Kyle (1985) price impact, Glosten-Milgrom adverse selection spreads, Roll effective spread, and Bayesian order flow price discovery.
Pairs Trading & Statistical Arbitrage Lab
Model Marco Avellaneda and Jeong-Hyun Lee (2010) Ornstein-Uhlenbeck spread dynamics, s-scores, and market-neutral backtest returns.
VPIN & Order Flow Toxicity Lab
Model David Easley, Marcos López de Prado, and Maureen O'Hara (2012) Volume-Synchronized Probability of Toxicity (VPIN), bulk volume classification, and flash crash liquidity risks.
Avellaneda-Stoikov Market Making Lab
Model Marco Avellaneda and Sasha Stoikov (2008) high-frequency market making, reservation price skewing, optimal bid-ask spreads, and inventory penalty dynamics.
Hasbrouck Information Share Lab
Model Joel Hasbrouck (1995) Information Share and Gonzalo-Granger Component Share price discovery across fragmented equity, futures, and crypto markets.
Huang-Stoll Spread Decomposition Lab
Decompose the quoted bid-ask spread into adverse selection, inventory risk, and order processing components using the Huang-Stoll (1997) structural model.
Yang-Zhang Range Volatility Lab
Estimate historical volatility with 8x to 14x greater statistical efficiency using Dennis Yang and Qiang Zhang's (2000) jump- and drift-adjusted OHLC model.
MRR Spread Decomposition Lab
Deconstruct security price changes into adverse selection trade surprises, transitory order processing friction, and public news shocks using the Madhavan-Richardson-Roompack (1997) model.
Bipower Variation & Jump Test Lab
Disentangle continuous price volatility from discrete jumps using Barndorff-Nielsen & Shephard (2004, 2006) Realized Bipower Variation and BNS jump tests.
Order Flow Imbalance (OFI) Lab
Quantify limit order book dynamics and high-frequency price impact using Rama Cont, Kukanov, and Stoikov's (2014) Order Flow Imbalance (OFI) model.
Gatheral Transient Impact Lab
Model transient market impact, order book resiliency decay, and absence of price manipulation using Jim Gatheral's (2010) optimal execution framework.
Roll (1984) Effective Spread Lab
Estimate effective bid-ask spreads and microstructure noise from transaction price serial covariance using Richard Roll's (1984) classic model.
Corwin-Schultz (2012) High-Low Spread Lab
Estimate bid-ask spreads and liquidity from daily high and low prices using Angelo Corwin and Paul Schultz's (2012) high-low range microstructure model.
Glosten-Milgrom (1985) Microstructure Lab
Simulate sequential trade arrival, Bayesian quote updating, information asymmetry, and bid-ask spread decay using the classic Glosten-Milgrom (1985) model.
EKOP PIN (1996) Probability of Informed Trading Lab
Estimate the Probability of Informed Trading (PIN) from daily buy and sell order imbalances using the classic Easley, Kiefer, O'Hara, and Paperman (1996) model.
Hasbrouck (1991) Trade VAR & Price Impact Lab
Measure the permanent and transitory price impact of trades and private information variance using Joel Hasbrouck's (1991) Vector Autoregression (VAR) model.
Kyle-Obizhaeva (2016) Microstructure Invariance Lab
Model Pete Kyle and Anna Obizhaeva's (2016) Market Microstructure Invariance laws: invariant bet rates, trade sizes, transaction costs, and price impact scaling.
Engle-Russell (1998) ACD Duration Model Lab
Model Robert Engle and Jeffrey Russell's (1998) Autoregressive Conditional Duration (ACD) point process, trade arrival timing, hazard rates, and instantaneous volatility.
Ho-Stoll (1981) Market Making Lab
Model Thomas Ho and Hans Stoll's (1981) optimal dealer pricing: inventory risk, asymmetric bid-ask quote shading, and reservation price dynamics.
Hawkes (1971) High-Frequency Process Lab
Model Alan Hawkes' (1971) self-exciting point processes: high-frequency trade clustering, branching ratios, endogenous cascades, and flash crashes.
Bouchaud Propagator Market Impact Lab
Model Bouchaud's (2004) market impact propagator: long-memory order flow, power-law kernel decay, apparent vs bare impact, and critical diffusivity.
Cartea-Jaimungal (2014) Market Making Lab
Model Cartea and Jaimungal's (2014) optimal market making with alpha signals, Ornstein-Uhlenbeck drift, inventory risk, and adverse selection.
Rough Volatility & Bergomi Lab
Model Gatheral's (2018) Rough Volatility: fractional Brownian motion, Hurst parameter H < 0.5, power-law ATM skew explosion, and Rough Bergomi.
Guéant-Tapia-Manziadi (2012) Market Making Lab
Model Guéant, Tapia, and Manziadi's (2012) closed-form market making: matrix exponential HJB solution, inventory bounds, and optimal spreads.
Cont-Stoikov (2010) Order Book Lab
Model Cont, Stoikov, and Talreja's (2010) limit order book dynamics: Markovian queue depletion, order imbalance, and price move probabilities.
Gatheral SVI Volatility Lab
Calibrate Gatheral's (2004) SVI volatility smile, analyze butterfly arbitrage conditions, evaluate Roger Lee wing bounds, and inspect implied density.
Cont-de Larrard (2013) Order Book Lab
Model Cont and de Larrard's (2013) Markovian limit order book diffusion limit, harmonic price move probabilities, duration tails, and micro-volatility.
Carr-Madan (1999) FFT Option Pricing Lab
Price options across full strike surfaces simultaneously in O(N log N) using Carr-Madan (1999) Fast Fourier Transform inversion of risk-neutral characteristic functions.
Fang-Oosterlee (2008) COS Option Pricing Lab
Price European options with exponential spectral convergence and closed-form Greeks using Fang and Oosterlee's (2008) Fourier-Cosine series expansion method.
Longstaff-Schwartz (2001) LSM Option Pricing Lab
Value American options by simulation using the Longstaff-Schwartz (2001) Least Squares Monte Carlo (LSM) method with backward induction, dynamic exercise boundaries, and OLS regression.
Brace-Gatarek-Musiela (BGM / LMM) Market Model Lab
Simulate high-dimensional forward interest rate term structures using the Brace-Gatarek-Musiela (1997) LIBOR Market Model, Rebonato humped volatilities, predictor-corrector drift stepping, and swaptions.
Leland (1994) Corporate Debt & Endogenous Default Lab
Model continuous-time corporate debt valuation, smooth-pasting endogenous bankruptcy barriers, debt tax shield trade-offs, and Leland-Toft (1996) credit spread term structures.
Duffie-Singleton (1999) Credit Risk & Defaultable Bond Lab
Value defaultable corporate bonds, credit spread term structures, and hazard rates using Darrell Duffie and Kenneth Singleton's (1999) Recovery of Market Value framework.
Jarrow-Lando-Turnbull (1997) Credit Rating Migration Lab
Model Markov chain credit rating migrations, absorbing default states, physical vs risk-neutral transition matrices, and CreditMetrics CreditVaR.
Vasicek (2002) Credit Portfolio & Basel Capital Lab
Simulate asymptotic single risk factor (ASRF) credit loss distributions, 99.9% VaR, Expected Shortfall, and Basel II/III IRB regulatory capital.
David X. Li (2000) Gaussian Copula CDO Tranche Pricing Lab
Price synthetic CDO tranches, compute breakeven credit spreads, and model default correlation smiles with Li's Gaussian copula.
CreditMetrics (1997, J.P. Morgan) Portfolio CreditVaR Lab
Simulate multi-obligor credit portfolio risk, rating migrations, asset correlation, and CreditVaR using J.P. Morgan's CreditMetrics.
CreditRisk+ (1997, CSFP) Actuarial Credit Portfolio Lab
Model Poisson mixture default processes, Gamma-distributed systematic factor clustering, and exact loss distributions via Panjer recursion.
KMV Credit Portfolio Model & Expected Default Frequency (EDF™) Lab
Simulate Merton structural asset inversion, empirical Expected Default Frequency (EDF), and multi-obligor portfolio CreditVaR using the Kealhofer-McQuown-Vasicek framework.
CreditPortfolioView (McKinsey / Wilson) Macro Credit Lab
Simulate multi-factor macroeconomic logit default models, credit cycle indices, stress-tested migration matrices, and portfolio CreditVaR.
Heath-Jarrow-Morton (1992) Forward Rate Lab
Simulate no-arbitrage instantaneous forward rate curves, multi-factor volatility structures, Monte Carlo martingale tests, and swaption pricing under HJM (1992).
Black-Karasinski (1991) Lognormal Model Lab
Construct calibrated lognormal short-rate trinomial trees via Arrow-Debreu forward induction, price callable bonds, and analyze negative convexity.
Two-Factor Hull-White (G2++) Model Lab
Simulate two-additive-factor Gaussian short rates, analyze yield curve twisting and slope dynamics, and price European swaptions via 1D quadrature.
CIR++ Model Lab
Calibrate market yield curves via deterministic shifts, verify Feller positivity conditions, and price European swaptions analytically via Jamshidian decomposition.
Cheyette Model Lab
Simulate Oren Cheyette's separable volatility framework reducing Heath-Jarrow-Morton forward rates to a 2D Markovian state space (x, y), with exact zero-coupon bond pricing and Jamshidian swaptions.
Multi-Curve & Basis Swap Lab
Model the post-2008 multi-curve framework: OIS/SOFR collateral discounting, distinct forward rate projections, breakeven tenor basis swaps (3M vs 6M), and single-curve mispricing.
Cross-Currency Basis Swap Lab
Model cross-currency basis swaps (XCS), Covered Interest Rate Parity (CIP) deviations, Vladimir Piterbarg foreign collateral discounting, and USD funding premia.
MBS Prepayment & Convexity Lab
Model Agency MBS pass-through cash flows, Richard-Roll & PSA prepayment S-curves, SMM/CPR conversions, negative convexity, and Option-Adjusted Spread (OAS).
CMO Tranche Waterfall & Structuring Lab
Model CMO tranche waterfalls, sequential pay structures, PAC collar bands, companion tranches, Z-accruals, and IO/PO mortgage strips.
CLO Tranche Waterfall & Coverage Test Lab
Model CLO tranche waterfalls, Overcollateralization (OC) and IC tests, cash diversion triggers, sequential debt paydowns, and equity tranche IRR.
Credit Card ABS & Excess Spread Lab
Model Credit Card Asset-Backed Securities (ABS) revolving master trusts, excess spread covenants, Early Amortization triggers, and MPR paydown velocity.
CMBS Conduit & Defeasance Lab
Model Commercial Mortgage-Backed Securities (CMBS) conduit pools, Debt Yield, Defeasance, Appraisal Reduction Amounts (ARA), and tranche waterfalls.
Auto Loan ABS & CNL Waterfall Lab
Model Auto Loan Asset-Backed Securities (ABS), Absolute Prepayment Speed (ABS), Cumulative Net Loss (CNL) curves, and tranche waterfalls.
Equipment Lease ABS & Residual Value Lab
Model Equipment Lease Asset-Backed Securities (ABS), Fair Market Value (FMV) residuals, DRV haircuts, turn-back risk, and tranche waterfalls.
WBS Franchise Royalty Securitization Lab
Model Whole Business Securitization (WBS), franchise royalty waterfalls, DSCR cash trapping, rapid amortization triggers, and post-ARD step-up interest.
SLABS & Student Loan Waterfall Lab
Model Student Loan Asset-Backed Securities (SLABS), FFELP government guarantees, SAP subsidies, parity ratios, cohort default curves, and turbo waterfalls.
Cat Bond & ILS Pricing Lab
Model Catastrophe Bonds (Cat Bonds) & Insurance-Linked Securities (ILS), exceedance probability curves, attachment/exhaustion points, and risk multiples.
Solar ABS & Renewable Securitization Lab
Model Solar Asset-Backed Securities (Solar ABS), PPA/solar loan waterfalls, PV module degradation, inverter replacement capex, and DSCR covenants.
Aircraft Lease ABS & EETC Lab
Model Aircraft Lease ABS & EETC securitizations, half-life valuations, engine shop visit reserves, remarketing downtime, and Section 1110 cash flow waterfalls.
Data Center ABS & Digital Infrastructure Lab
Model Data Center ABS, hyperscale NNN leases, MW power capacity, PUE efficiency, liquid cooling AI retrofits, and Debt Yield / DSCR cash trap waterfalls.
Infrastructure Project Finance & Debt Sizing Lab
Model infrastructure project finance, CFADS cash flows, sculptured debt sizing, DSCR, LLCR, PLCR coverage covenants, and equity distribution waterfalls.
Container Shipping ABS & Marine Asset Lab
Model container shipping ABS, TEU/CEU fleet leases, per diem rates, depot storage costs, shipping line defaults, and LTV turbo amortization waterfalls.
Cell Tower ABS & Wireless Infrastructure Lab
Model cell tower ABS, macro site tenancy ratios, 5G amendment capex, carrier consolidation churn, ground lease rent, and Debt Yield cash trap waterfalls.
Music Royalty ABS & Catalog Lab
Model music royalty ABS, Net Publisher Share (NPS), streaming and sync cash flows, catalog hit decay curves, and ARD turbo debt amortization waterfalls.
Fiber Network ABS & Digital Infrastructure Lab
Model FTTH broadband securitization, Homes Passed vs Connected S-curves, monthly ARPU, churn, drop capex, ARD debt refinancing, and cash sweep waterfalls.
Trade Receivables ABS & ABCP Conduit Lab
Model corporate accounts receivable securitization, ABCP conduits, cross-aging ineligibility, 4-pillar reserves, dynamic borrowing bases, and wind-down cash sweeps.
C-PACE Financing & Green Building Securitization Lab
Model Commercial Property Assessed Clean Energy (C-PACE) special tax assessments, super-senior tax lien priority, non-acceleration covenants, ASHRAE energy SIR metrics, and Green ABS waterfalls.
Subscription Credit Facility & Fund Finance Lab
Model private equity and credit fund capital call facilities, Tier 1/2/3 LP borrowing bases, exclusion event haircuts, clean-down compliance, and fund IRR elevation.
NAV Financing & PE Fund Facility Lab
Model private equity NAV facilities, portfolio borrowing bases, single-asset concentration caps, LTV covenants, PIK interest compounding, and DPI acceleration.
Synthetic Risk Transfer & Capital Relief Lab
Model bank synthetic risk transfer (SRT/CRT) tranches, Basel III/IV RWA density reduction, mezzanine spreads, and CET1 capital releases.
Collateralized Fund Obligation (CFO) Lab
Model private equity LP interest securitizations, rated senior/mezzanine note waterfalls, capital call liquidity reserves, and LTV cash trap triggers.
CRE CLO & Transitional Bridge Loan Lab
Model commercial real estate CLOs, floating-rate bridge loans, As-Is vs As-Stabilized valuations, OC/IC coverage tests, and curative cash sweeps.
Direct Lending & Unitranche Debt Lab
Model private credit direct lending, Agreement Among Lenders (AAL) First-Out / Last-Out bifurcations, leverage covenants, and ECF sweeps.
Asset-Based Lending (ABL) & Borrowing Base Lab
Model commercial ABL revolving credit lines, accounts receivable and inventory borrowing bases, NOLV advance rates, springing FCCR covenants, and cash dominion triggers.
DIP Financing & Chapter 11 Waterfall Lab
Model post-petition credit facilities under Bankruptcy Code §364, priming superpriority liens, pre-petition debt roll-ups, 13-week cash budget variance covenants, and emergence recovery waterfalls.
Mezzanine Debt & Subordinated Financing Lab
Model junior debt capital structures, cash coupons, PIK compounding margins, equity penny warrants, intercreditor standstill provisions, and private equity sponsor return enhancement.
HoldCo PIK Notes & Structural Subordination Lab
Model Holding Company debt vs OpCo senior debt, structural subordination, dividend blocker baskets, cash flow upstreaming waterfalls, and PIK compounding accretion.
ARR Debt & SaaS Growth Credit Lab
Model recurring revenue debt facilities, SaaS growth credit underwriting, Debt-to-ARR covenants, EBITDA flip transitions, liquidity runway, and founder dilution preservation.
Second Lien Debt & Intercreditor Lab
Model junior secured debt, silent intercreditor agreements, 90–180 day standstill remedies, DIP priming consent waivers, Section 363 sales, and Chapter 11 fulcrum recovery waterfalls.
Preferred Equity & Structured Capital Lab
Model hybrid structured capital, cumulative PIK dividends, liquidation preference multiples, conversion parity, redemption drag rights, and waterfall returns.
Distressed Debt & Loan-to-Own Lab
Model secondary distressed debt purchases, fulcrum debt-for-equity swaps, Bankruptcy Code §1126(c) plan voting, rights offerings, and post-emergence turnaround returns.
Liability Management & Uptier Priming Lab
Model creditor priming transactions, Serta-style non-pro-rata uptier exchanges, J.Crew drop-downs, double-dip claims, and recovery waterfalls.
Dividend Recapitalization & Sponsor Liquidity Lab
Model debt-funded dividend recaps, DPI acceleration, credit agreement negative covenants, FCCR solvency tests, and sponsor IRR vs MOIC returns.
Continuation Fund & GP-Led Secondary Lab
Model GP-led secondary continuation funds, LP cash-out vs rollover elections, tiered carry waterfalls, follow-on dry powder, and secondary buyer IRR vs MOIC.
Private Equity Co-Investment & Fee Break Lab
Model PE co-investments, blended fee breaks, 0/0 vs 1/10 sidecars, gross-to-net IRR drag, syndication sizing, and LP fee savings alpha.
GP Stakes & Fee-Related Earnings (FRE) Lab
Model GP stake investments, fee-related earnings (FRE), carry multiples, SOTP manager valuation, cash yields, and 10-year LP returns.
Infrastructure Concession & P3 Availability Lab
Model infrastructure P3 concessions, availability payments vs toll demand risk, sculpted debt sizing, lifecycle reserves, and equity IRR.
Private Equity LP Secondary Portfolio Pricing Lab
Model private equity LP secondary portfolio pricing, NAV discounts, deferred payments, unfunded commitments, and buyer net IRR.
Renewable Energy Tax Equity & Partnership Flip Lab
Model clean energy tax equity partnership flips, Section 48 ITC vs Section 45 PTC, MACRS depreciation, 704(b) capital accounts, and sponsor IRR.
Clean Energy Tax Credit Transferability & IRA Section 6418 Lab
Model IRA Section 6418 tax credit transfers, corporate buyer cash yields, developer net proceeds, recapture insurance, and hybrid T-flips.
Battery Storage (BESS) Revenue & Merchant Tolling Lab
Model utility-scale battery storage economics, energy arbitrage, ancillary services, cell degradation, augmentation capex, and tolling IRR.
Convertible Bond Arbitrage & Delta Hedging Lab
Model hedge fund convertible arbitrage, straight debt floor, Black-Scholes delta hedging, gamma scalping, stock borrow fees, and repo carry waterfalls.
Contingent Convertible (CoCo / AT1) Bond Lab
Model Basel III Additional Tier 1 bank capital, distance-to-trigger, PONV write-down risk, coupon discretion, and non-call extension risk.
Spark Spread & Power Dispatch Lab
Model natural gas power plant heat rates, clean spark spreads, carbon emissions costs, turbine start-up wear, and real options dispatch economics.
3:2:1 Crack Spread & Oil Refinery Margin Lab
Model petroleum refining margins, 3:2:1 crack spreads, crude throughput, Nelson Complexity Index, RINs compliance costs, and refinery EBITDA.
Dark Spread & Coal-to-Gas Switching Lab
Model coal plant clean dark spreads, fuel switching economics, carbon allowance prices, merit-order dispatch, and transition securitization debt sizing.
LNG Netback & Cargo Arbitrage Lab
Model international LNG netback prices, Henry Hub FOB costs, European TTF vs Asian JKM arbitrage, shipping freight, canal tolls, and liquefaction project debt.
Green Hydrogen LCOH & Electrolyzer Lab
Model green hydrogen LCOH, PEM vs alkaline electrolyzer capex, electricity consumption, Section 45V tax credits, and H2 compression costs.
Carbon Capture & Section 45Q Lab
Model carbon capture & storage (CCUS) levelized costs, Section 45Q tax credits, CO2 transport pipelines, saline injection, and project debt.
Sustainable Aviation Fuel (SAF) Lab
Model SAF levelized production costs, HEFA vs PtL pathways, IRA Section 45Z credits, EU ReFuelEU mandates, and airline green premiums.
Renewable Natural Gas (RNG) Lab
Model renewable natural gas (RNG) project finance, dairy digester economics, EPA D3 RINs, California LCFS credits, and senior debt sizing.
Clean Ammonia & E-Fuels Lab
Model clean green and blue ammonia project finance, Haber-Bosch synthesis, IRA 45V/45Q credits, EU CBAM carbon pricing, and senior debt sizing.
Virtual Power Plant (VPP) Lab
Model Virtual Power Plant (VPP) economics, DER aggregation, FERC 2222 capacity markets, customer rev share, and battery degradation.
Utility Solar PPA & Debt Sculpting Lab
Model utility-scale solar PPA contracts, P50/P90 generation, panel degradation, debt service sculpting, and sponsor equity IRR returns.
Wind Farm Project Finance & PTC Lab
Model utility-scale wind farm project finance, P50/P90 wind resource yields, Section 45 PTC, PPA basis risk, and sculpted debt service.
Geothermal Project Finance Lab
Model geothermal power project finance, binary ORC vs flash steam, exploration drilling risk, Section 48 ITC, and sculpted debt.
Data Center Power & Microgrid Lab
Model hyperscale AI data center power microgrids, natural gas RICE engines, BESS storage, take-or-pay ESAs, PUE, and sculpted senior debt.
Offshore Wind Project Finance Lab
Model offshore wind project finance, fixed monopile vs floating foundations, OREC CfD contracts, subsea HVDC export, and ECA senior debt.
SMR Nuclear Project Finance & LCOE Lab
Model Small Modular Reactor (SMR) nuclear project finance, FOAK vs NOAK capex, compounding IDC, DOE Title 17 debt, 24/7 data center PPAs, and fuel cycle LCOE.
Pumped Storage Hydro Finance & LDES Lab
Model pumped storage hydropower (PSH) project finance, hydraulic head physics, round-trip efficiency, multi-stream arbitrage, and long-tenor sculpted debt.
EV Charging Hub Finance & CaaS Lab
Model EV fleet charging mega-hubs, demand charge shaving, BTM battery storage, Charging-as-a-Service (CaaS) contracts, and LCOC project finance.
HVDC Transmission Project Finance & LCOT Lab
Model HVDC transmission project finance, VSC vs LCC converter physics, line losses, wheeling tolls, LMP congestion spreads, and LCOT debt sculpting.
Direct Air Capture (DAC) & CDR Project Finance Lab
Model Direct Air Capture (DAC) economics, solid sorbent vs liquid solvent physics, net carbon removal, Section 45Q, CDR offtake, and LCODAC debt sculpting.
Compressed Air Energy Storage (CAES) Finance Lab
Model Compressed Air Energy Storage (CAES) and A-CAES project finance, cavern thermodynamics, round-trip efficiency, capacity tolls, and LCOS debt sculpting.
Green Steel & Hydrogen DRI-EAF Finance Lab
Model Green Steel project finance, hydrogen DRI shaft furnace thermodynamics, EAF power, EU CBAM carbon tariffs, green premiums, and sculpted debt.
Battery Gigafactory & Cell Manufacturing Finance Lab
Model EV battery gigafactory project finance, cell chemistry economics, scrap yield curves, Section 45X tax credits, and DOE ATVM debt sculpting.
Green Methanol & E-Fuel Project Finance Lab
Model green methanol project finance, e-fuel catalytic synthesis, FuelEU Maritime compliance, Section 45V PTC, and sculpted senior debt.
Green Cement & Low-Carbon Clinker Finance Lab
Model green cement project finance, LC3 clinker substitution, kiln calcination emissions, CCUS retrofits, EU CBAM, and sculpted senior debt.
Green Aluminum & Low-Carbon Smelting Lab
Model green aluminum project finance, Hall-Héroult smelting, inert anodes, renewable PPAs, scrap remelting, EU CBAM, and senior debt.
Direct Lithium Extraction (DLE) Finance Lab
Model Direct Lithium Extraction (DLE) project finance, geothermal brine flow, resin adsorption, IRA Section 30D/45X, and senior debt.
EV Battery Recycling & Black Mass Finance Lab
Model EV battery recycling project finance, black mass hydrometallurgy, sulfate refining, IRA Section 30D/45X, and sculpted debt.
Rare Earth Refining & Magnet Metal Finance Lab
Model rare earth elements (REE) separation project finance, solvent extraction, magnet-grade NdPr oxides, IRA Section 45X, and senior debt.
Sodium-Ion Battery Gigafactory Finance Lab
Model sodium-ion battery (SIB) cell manufacturing economics, hard carbon anode, dual aluminum foils, IRA §45X, and sculpted senior debt.
VRFB Long-Duration Energy Storage Finance Lab
Model vanadium redox flow battery (VRFB) project finance, decoupled MW/MWh scaling, electrolyte leasing, Section 48 ITC, and 25-year LCOS.
Synthetic Graphite & Battery Anode Finance Lab
Model synthetic graphite manufacturing economics, Acheson vs Castner graphitization, needle coke yield, silicon-carbon blending, and IRA §45X.
Solid-State Battery Gigafactory Finance Lab
Model solid-state battery (SSB) cell manufacturing, sulfide vs oxide electrolytes, lithium metal anode, dry electrode coating, and IRA §45X.
Battery Cathode Active Material (CAM) Finance Lab
Model battery Cathode Active Material (CAM) & pCAM synthesis finance, NMC 811 vs LFP, roller hearth kilns, FEOC rules, and IRA §45X production credits.
Nickel Sulfate & HPAL Refining Finance Lab
Model High-Pressure Acid Leach (HPAL), laterite ore slurry, MHP intermediate, solvent extraction, battery-grade nickel sulfate, and IRA §45X credits.
Lithium Hydroxide & Refining Finance Lab
Model spodumene calcination, acid roasting, PLS purification, battery-grade LiOH and Li2CO3 crystallization, project debt, and IRA §45X credits.
HPMSM & Manganese Sulfate Finance Lab
Model pyrolusite reductive leaching, PLS deep purification, battery-grade HPMSM crystallization, IRA §45X credits, and senior project debt.
LFP & LMFP Cathode Finance Lab
Model LFP and LMFP cathode synthesis, iron phosphate precursors, carbothermal reduction, carbon coating, IRA §45X credits, and project debt.
Cobalt Sulfate & Refining Finance Lab
Model cobalt hydroxide reductive leaching, Cyanex 272 solvent extraction, battery-grade CoSO4 crystallization, IRA §45X, and debt sizing.
Battery Electrolyte & LiPF6 Finance Lab
Model LiPF6 synthesis, anhydrous solvent blending, dry room operations, IRA §45X credits, senior debt sizing, and electrolyte project IRR.
Battery Separator & CCS Finance Lab
Model wet-process BOP-PE extrusion, ceramic boehmite coating, solvent recovery, IRA §45X, debt sizing, and separator project IRR.
Battery Copper Foil Finance Lab
Model electrodeposited ED battery copper foil, 4.5μm-8μm lines, power intensity, IRA §45X, debt sizing, and foil project IRR.
Silicon Anode Material Finance Lab
Model silicon-carbon composite battery anodes, silane CVD, volumetric expansion, IRA §45X, debt sizing, and anode project IRR.
Battery Aluminum Foil Finance Lab
Model battery-grade aluminum cathode foil, carbon coating, rolling yields, IRA §45X, debt sizing, and foil project IRR.
Battery CNT Slurry Finance Lab
Model multi-walled & single-walled carbon nanotube (CNT) slurry synthesis, fluidized bed CVD, bead milling, IRA §45X, and project IRR.
Hard Carbon Anode Finance Lab
Model sodium-ion hard carbon anodes, biomass pyrolysis, interlayer d002 spacing, ICE, IRA §45X credits, and project debt IRR.
Sodium-Ion Cathode Material Finance Lab
Model Prussian White and layered oxide sodium-ion cathode synthesis, precursor yields, dehydration, IRA §45X, and debt IRR.
Sodium-Ion Battery Electrolyte Finance Lab
Model sodium-ion battery electrolytes, NaPF6 & NaFSI salts, PC/EC solvents, sub-zero kinetics, IRA §45X, and debt IRR.
Iron-Air Battery Project Finance Lab
Model 100-hour iron-air long-duration energy storage (LDES), capex, capacity payments, IRA §48 ITC, and equity IRR.
Electrolyzer Gigafactory Finance Lab
Model PEM & alkaline electrolyzer gigafactory manufacturing, stack capex, IRA §45X credits, and project debt IRR.
Thermal Energy Storage Finance Lab
Model industrial heat batteries, refractory thermal storage, steam LCOH, IRA §48 ITC, and project debt IRR.
Flywheel Energy Storage Finance Lab
Model flywheel energy storage, synthetic grid inertia, fast frequency response (FFR), PJM RegD mileage, and project debt IRR.
Subsea Interconnector Finance Lab
Model subsea HVDC interconnector cables, cap-and-floor regulation, power spread arbitrage, marine capex, and project debt IRR.
Solid Oxide Fuel Cell Finance Lab
Model solid oxide fuel cell (SOFC) microgrids, 24/7 data center power, hydrogen blending, IRA §48 ITC, and project debt IRR.
Synchronous Condenser Finance Lab
Model synchronous condenser project finance, grid inertia, short-circuit MVA, reactive MVAr support, stability contracts, and debt IRR.
Margin of Safety & Break-Even Cushion Lab
Measure break-even units and sales, margin of safety in dollars and percent, and operating leverage with live sensitivity matrices.
NPV & Profitability Index Investment Lab
Evaluate projects with net present value, profitability index, IRR, payback and discounted payback plus live sensitivity matrices.
ROI & Annualized Return Lab
Calculate total ROI, annualized return, net gain and years to double after fees and income, with live sensitivity matrices.
EOQ & Order Quantity Optimizer Lab
Find the economic order quantity, order frequency, reorder point and cost savings versus your current order size with live sensitivity matrices.
Loan Amortization & Extra Payment Lab
Build an amortization schedule, see total interest, and measure payoff time and savings from extra payments with live sensitivity matrices.
Dynamic Line Rating & Advanced Conductor Finance Lab
Model Dynamic Line Rating (DLR) IoT telemetry, HTLS advanced conductors, IEEE 738 convective cooling, wholesale LMP congestion rent relief, and non-recourse senior debt underwriting.
Liquid Air Energy Storage (LAES) Finance Lab
Model utility-scale Liquid Air Energy Storage (LAES), Claude refrigeration cycles, Cold Thermal Storage (CTES), supercritical regasification, Levelized Cost of Storage (LCOS), IRA Section 48 ITC, and senior debt underwriting.
Superconducting Fault Current Limiter (SFCL) Finance Lab
Model 2G HTS YBCO resistive superconducting fault current limiters, sub-cycle quench physics, avoided substation switchgear rebuild CapEx, utility rate base ROE, and cryocooler OpEx.
Grid-Forming Inverter & Synthetic Inertia Lab
Model utility-scale Grid-Forming (GFM) BESS plants, Virtual Synchronous Machines (VSM), sub-50ms synthetic inertia response, weak grid SCR enhancement, and avoided curtailment finance.
Solid-State Transformer (SST) Finance Lab
Model high-frequency Silicon Carbide Solid-State Transformers (SST), MVDC microgrid distribution, direct DC bus coupling for EV depots and data centers, and 20-year TCO.
Superconducting Cable (HTS) Finance Lab
Model 2G HTS YBCO power transmission cables, pressurized liquid nitrogen cryostats, avoided urban open-trench CapEx, and multi-gigawatt grid interconnections.
Advanced Geothermal (EGS/AGS) Finance Lab
Model next-generation deep directional drilling (3–6 km), Enhanced Geothermal Systems (EGS), closed-loop AGS radiators, binary ORC thermodynamics, and 24/7 firm clean baseload PPAs.
Islanded Microgrid & BTM Power Finance Lab
Model behind-the-meter islanded generation, sub-20ms dynamic BESS step-load balancing for AI GPU training clusters, N+2 reliability, avoided queue delay value, and 20-year ESA project finance.
Barrier Option Pricing Lab
Value European knock-in and knock-out barrier options, analyze barrier pin risk, discontinuous Greeks, and in-out parity with closed-form formulas.
Advanced Conductor & Reconductoring Finance Lab
Model High-Temperature Low-Sag (HTLS) advanced conductor reconductoring (ACCC / ACCR), 2x ampacity scaling on existing rights-of-way, IEEE 738 thermal sag, transmission loss savings, and FERC rate base finance.
Black-76 Futures Option Lab
Value options on futures contracts, commodity forwards, interest rate caplets, and swaptions using Fischer Black's (1976) forward pricing framework.
Modular Power Flow Control (m-PFC) Finance Lab
Model Static Synchronous Series Compensation (SSSC) and modular SmartValves, push-pull impedance balancing, transmission bottleneck relief, and FERC Order 1920 rate base finance.
Bjerksund-Stensland Option Lab
Model American option early exercise boundaries, analytical trigger points, and early exercise premiums with the Bjerksund-Stensland (1993) closed-form approximation.
Liquid Immersion Cooling & AI Data Center Lab
Model high-density liquid immersion cooling for AI GPU clusters (Nvidia GB200 NVL72), PUE reduction from 1.38 to 1.04, 23+ MW compute power shifting, water elimination (WUE), and 10-year TCO returns.
Micro-Modular Nuclear Reactor (MMR) Project Finance Lab
Model factory-assembled microreactors (1–20 MWe), alkali metal heat pipe thermodynamics, meltdown-proof TRISO HALEU fuel, Wright's Law cost deflation, and 24/7 AI data center firm baseload PPAs.
Data Center Waste Heat & District Heating Lab
Model AI data center waste heat export, liquid cooling thermal capture, industrial heat pump COP economics, district heating PPAs, and 20-year project finance.
Megawatt Charging System (MCS) Fleet Depot Lab
Model Class 8 electric truck megawatt charging (1.25–3.75 MW MCS), BTM battery storage peak shaving, utility demand charge avoidance, and diesel TCO parity.
BESS Degradation & Augmentation Finance Lab
Model utility-scale battery calendar and cycling capacity fade, upfront oversizing versus periodic augmentation CapEx, capacity contract penalties, and 20-year project finance.
Biochar CDR & Pyrolysis Finance Lab
Model biomass pyrolysis thermodynamics, Puro.earth CORC carbon removal credits ($140–$220/t), physical biochar co-product monetization, and 10-year project finance.
RICE Peaker & Fast-Start Engine Lab
Model reciprocating internal combustion engine (RICE) fast-start peaker project finance, flat heat rates, clean spark spreads, capacity payments ($8–$18/kW-mo), and BTM data center bridge power.
EU CBAM Carbon Tax & Compliance Strategy Lab
Model European Union Carbon Border Adjustment Mechanism (CBAM) liabilities, Scope 1 and Scope 2 embedded emissions, EU ETS benchmarks, origin carbon tax credits, and export EBITDA margin erosion.
Supercapacitor & Hybrid Storage Finance Lab
Model electrostatic double-layer supercapacitors (EDLC), sub-10ms Fast Frequency Response (FFR), synthetic inertia, paired BESS degradation shielding, and 15-year project debt underwriting.
Transmission Topology Optimization (TTO) Lab
Model FERC Order 1920 transmission switching and bus-bar splitting algorithms, Security-Constrained Economic Dispatch (SCED), N-1 contingency headroom, and wholesale LMP congestion rent relief.
High-Temperature Heat Pump (HTHP) & Industrial Steam Lab
Model industrial steam electrification (100°C–180°C), temperature lift Carnot COP, low-GWP refrigerants (HFOs, MVR water steam), spark spread fuel tariffs, Scope 1 carbon taxes, and IRA Section 48 ITC project finance.
Dynamic Voltage Restorer (DVR) & Semiconductor Power Quality Lab
Model Dynamic Voltage Restorer (DVR) power systems, medium-voltage series injection, SEMI F47 compliance curves, avoided semiconductor wafer scrap, and 10-year project finance economics.
STATCOM & Dynamic Reactive Power Compensation Lab
Model Static Synchronous Compensator (STATCOM) transmission systems, Modular Multilevel Converters (MMC), dynamic reactive power (±MVAR) voltage regulation, IEEE 2800 compliance, and 20-year project finance.
SOEC Electrolysis & Co-Electrolysis Lab
Model solid oxide electrolyzer (SOEC) thermodynamics, high-temperature steam electrolysis, CO2 co-electrolysis into synthetic jet fuel syngas, stack lifetime, and 20-year LCOH.
Allam Cycle sCO2 Zero-Emission Power Lab
Model the Allam-Fetvedt sCO2 power cycle, oxy-combustion thermodynamics, 100% inherent carbon capture without amine scrubbing, ASU parasitic loads, and 45Q credit LCOE.
Phase Shifting Transformer (PST) Lab
Model Phase Shifting Transformers (PST), quadrature booster voltage injection, transmission loop flow control, congestion rent relief, and 30-year BCR.
SynRM Motor IE5 Efficiency & TCO Lab
Model Synchronous Reluctance Motors (SynRM), IE5 ultra-premium efficiency, VFD partial load curves, zero rotor losses, 15-year TCO, and payback.
Direct-to-Chip Liquid Cooling & AI Rack Lab
Model direct-to-chip liquid cooling for AI GPU racks, microchannel thermal resistance, PUE drop to 1.08, zero water WUE, and 10-year data center TCO.
Organic Rankine Cycle (ORC) Waste Heat Lab
Model Organic Rankine Cycle (ORC) waste heat recovery, working fluid thermodynamics, radial turbine expansion, net power, LCOE, and 20-year project finance.
Class 8 Truck TCO & Fleet Decarbonization Lab
Model Class 8 heavy-duty truck TCO across Diesel, Battery Electric (BEV), and Fuel Cell (FCEV), including payload penalty, fuel costs, and IRA 45W.
Barone-Adesi Whaley American Option Lab
Model American option early exercise premiums, optimal exercise boundaries, and cost of carry dynamics with the Barone-Adesi & Whaley (1987) quadratic approximation.
Garman-Kohlhagen FX Option Lab
Simulate the Garman-Kohlhagen (1983) FX option pricing model, covered interest parity, dual interest rate Greeks, and forward delta surfaces in an interactive lab.
Merton Jump-Diffusion Lab
Simulate Robert Merton's (1976) jump-diffusion model, compound Poisson jump arrivals, lognormal jump sizes, and volatility smile in an interactive lab.
SABR Stochastic Volatility Model Lab
Model SABR stochastic volatility, Hagan asymptotic Black implied volatility smile, backbone dynamics, and CEV elasticity in an interactive quantitative lab.
Heston Stochastic Volatility Lab
Simulate the Heston (1993) stochastic volatility model. Solve options via Fourier inversion, generate the Black-Scholes implied volatility smile/skew, and verify CIR variance dynamics.
BDT Interest Rate Lattice Lab
Simulate the Black-Derman-Toy (BDT 1990) lognormal short-rate binomial lattice. Calibrate to the spot yield curve, price callable bonds, and analyze embedded options and negative convexity.
Hull-White Interest Rate Model Lab
Simulate the Hull-White (1990) one-factor short-rate model. Calibrate time-dependent drift theta(t) to fit the market yield curve with zero error, price bond options, and analyze trinomial trees.
CIR Interest Rate Model Lab
Simulate the Cox-Ingersoll-Ross (CIR 1985) square-root diffusion short-rate model. Check Feller condition non-negativity, derive analytical zero-coupon bonds, and evaluate term structure curves.
Vasicek Short-Rate Model Lab
Simulate Oldrich Vasicek's (1977) Ornstein-Uhlenbeck stochastic interest rate model. Compute analytical zero-coupon bond prices, term structure curves, mean-reversion speed, and convexity drag.
Ohlson Clean Surplus Lab
Value equity using James Ohlson's (1995) Clean Surplus Model and Linear Information Dynamics (LID). Model abnormal earnings persistence (ω), non-accounting signals (v_t), and book value convergence.
Bond Portfolio Immunization Lab
Model institutional asset-liability management (ALM) under Redington conditions. Calculate barbell duration matching, convexity surplus, and Fong-Vasicek M² risk across yield shifts.
Walter's Model of Dividend Policy Lab
Determine optimal dividend payout ratios and share valuation using Walter's Model. Compare growth (r > ke), normal (r = ke), and declining (r < ke) corporate regimes.
Cox-Ross-Rubinstein Binomial Option Pricing Lab
Price American and European options using the Cox-Ross-Rubinstein (1979) binomial lattice model. Visualize recombining trees, backward induction, early exercise, and delta hedging.
Treynor-Black Active Portfolio Management Lab
Integrate micro security analysis with macro index tracking. Model security appraisal ratios, unsystematic risk penalties, optimal active allocation, and Sharpe ratio expansion.
Modified Jones Model & Discretionary Accruals Lab
Decompose total accruals into non-discretionary and discretionary components using the Dechow et al. (1995) econometric model to detect earnings manipulation and channel stuffing.
Black-Litterman Portfolio Optimization Lab
Model Bayesian portfolio optimization, reverse optimization equilibrium returns, subjective investor views, confidence scaling, and active asset allocation tilts.
Debt Capacity & Maximum Debt Sizing Lab
Model maximum enterprise borrowing capacity, leverage bottlenecks, interest coverage constraints, and debt sizing covenants.
Fama-French 3-Factor & 5-Factor Asset Pricing Lab
Model multi-factor expected returns, size (SMB) and value (HML) premia, profitability (RMW), investment (CMA), and multi-factor alpha.
Merton Structural Credit Model & Distance to Default Lab
Model Merton (1974) option-theoretic credit risk, implied asset volatility, Distance to Default (DD), Expected Default Frequency (EDF), and credit spreads.
Ohlson O-Score Bankruptcy Probability Lab
Model 2-year logistic bankruptcy probability, 9-factor econometric distress terms, leverage pressure, and insolvency default thresholds.
Zmijewski X-Score Distress Lab
Model financial distress and default probability using Zmijewski probit analysis, ROA profitability, leverage, and current liquidity ratios.
Earnings Yield & Equity Risk Premium Lab
Calculate Earnings Yield (E/P), the inverse P/E ratio, Fed Model equity risk premium spread over 10-year Treasuries, and inflation-adjusted real yields.
Dividend Coverage Ratio & FCF Safety Lab
Model Dividend Coverage Ratio (DCR = EPS ÷ DPS), Free Cash Flow coverage multiples, cash safety buffer headroom, and dividend cut risk.
Working Capital Funding Gap Calculator & Credit Line Lab
Model the dollar gap between operating assets (AR + Inventory) and spontaneous vendor financing (AP), determine revolving credit line needs, and stress-test growth liquidity requirements.
Working Capital Turnover Calculator & Capital Velocity Lab
Model Working Capital Turnover (Revenue ÷ NWC), Days Working Capital (DWC), capital support capacity, and overtrading liquidity risk across operating scenarios.
Cash Ratio & Liquidity Coverage Lab
Calculate Cash Ratio, pure liquidity runway, instant debt coverage, and cash buffer surplus in an interactive corporate treasury simulation lab.
Cost of Debt & After-Tax Interest Shield Lab
Calculate pre-tax and after-tax cost of debt, multi-tranche blended borrowing rates, credit rating spreads, and Section 163(j) corporate interest tax shields.
Tobin's Q & Asset Replacement Valuation Lab
Calculate Tobin's Q ratio, Chung-Pruitt approximation, physical asset reproduction costs, franchise moat spreads, and corporate takeover incentives.
Print a student worksheet
Use a worksheet to record a starting strategy, compare results, and reflect on the next decision.
Classroom and comparison collections
- Business simulations hub
- Break-even, unit economics, and pricing calculators
- 12-Month pro-forma financial model and cash flow generator
- Pricing strategy simulator and price elasticity lab
- Break-even matrix and CVP sensitivity analysis lab
- Unit economics, customer acquisition cost (CAC), and LTV cohort lab
- Working capital and cash conversion cycle (CCC) simulator
- Staffing capacity, labor cost percentage, and overtime simulator
- Business valuation, SDE multiples, and deal structure lab
- Cost of quality (COQ), PAF model, and defect prevention lab
- Business risk, operating leverage, and financial resilience stress-test lab
- Hospitality RevPAR, TrevPAR, ADR yield, and restaurant Prime Cost lab
- Service business utilization, billing realization, and Effective Hourly Rate (EHR) lab
- Capital budgeting, Net Present Value (NPV), and Internal Rate of Return (IRR) lab
- Marketing ROI, customer acquisition funnel, and Return on Ad Spend (ROAS) lab
- Inventory Economic Order Quantity (EOQ), safety stock, and Reorder Point (ROP) lab
- Strategic decision matrix, multi-criteria decision analysis (MCDA), and tradeoff lab
- DuPont analysis, Return on Equity (ROE) decomposition, and financial leverage lab
- Overall Equipment Effectiveness (OEE), Availability, and Six Big Losses lab
- Customer churn rate, Net Revenue Retention (NRR), and cohort decay lab
- Sales mix variance, multi-product contribution margin, and break-even allocation lab
- Weighted Average Cost of Capital (WACC), CAPM, and capital structure lab
- Queuing theory, M/M/c wait times, and service bottleneck lab
- SaaS metrics, Rule of 40, and Burn Multiple capital efficiency lab
- Safety stock, lead time variability, and stockout risk lab
- Takt time, line balancing, and bottleneck pacing lab
- Commercial real estate valuation, Cap Rate, and DSCR lab
- Scenario planning, Bear/Base/Bull cases, and Tornado sensitivity lab
- CAC payback period, blended vs. paid CAC, and marketing attribution lab
- Financial ratios, Altman Z-Score default risk, and solvency lab
- Employee turnover cost, vacancy ramp drag, and retention ROI lab
- Inventory turnover, GMROI retail productivity, and shrinkage lab
- E-commerce conversion funnel, cart abandonment, and CRO lift lab
- Equipment lease vs. buy, loan amortization, and NPV tax shield lab
- Make vs. buy, crossover volume, and strategic sourcing lab
- Sales pipeline velocity, quota coverage, and win rate lab
- Process capability (Cp, Cpk), Six Sigma DPMO, and defect lab
- Consulting project profitability, Effective Hourly Rate (EHR), and scope creep lab
- M&A accretion / dilution, financing mix, and synergies lab
- Restaurant food cost percentage, recipe plate costing, and variance lab
- Enterprise risk matrix, Annualized Loss Expectancy (ALE), and mitigation ROI lab
- Tiered volume discounting, wholesale price breaks, and margin elasticity lab
- Warehouse storage capacity, pallet cube utilization, and picking velocity lab
- Call center Erlang C queuing, SLA service levels, and shrinkage staffing lab
- TAM, SAM, SOM market sizing, bottom-up account volumes, and revenue penetration lab
- Retail Open-To-Buy (OTB), markdown optimization, and inventory sell-through lab
- Hotel revenue management, RevPAR, ADR, GOPPAR, and CompSet yield lab
- Critical Path Method (CPM), PERT expected duration, and schedule variance lab
- Professional services billable utilization, billing realization, and rate lab
- Price elasticity of demand (PED), arc elasticity, and revenue maximization lab
- BCG Growth-Share Matrix, Relative Market Share (RMS), and portfolio capital allocation lab
- A/B testing sample size, two-proportion Z-score statistical significance, and conversion lift lab
- Economic Production Quantity (EPQ), finite run length, and setup vs holding cost lab
- Retail Sell-Through Rate (STR), Weeks of Supply (WOS), and markdown timing lab
- Porter's Five Forces, industry attractiveness, and competitive strategy lab
- Van Westendorp Price Sensitivity Meter (PSM), willingness to pay, and acceptable price lab
- Customer Lifetime Value (CLV / LTV), CAC payback, and customer equity lab
- Value at Risk (VaR), Expected Shortfall (CVaR), and portfolio tail risk lab
- Little's Law, Work in Process (WIP), cycle time, and Lean flow lab
- SWOT analysis, TOWS action matrix, and strategic formulation lab
- Markup vs. Margin, gross profit, selling price, and discount breakeven lab
- Employee Absenteeism, Bradford Factor, overtime replacement, and workforce drag lab
- Net Promoter Score (NPS), CSAT, Detractor churn drag, and customer retention ROI lab
- Business Continuity, Maximum Tolerable Downtime (MTD), RTO, RPO, and outage cost lab
- Value Stream Mapping (VSM), Lead Time, Process Cycle Efficiency (PCE), and Rolled Yield lab
- Ansoff Growth Matrix, market penetration vs diversification risk, and EMV valuation lab
- RFM customer segmentation, cohort reactivation conversion, and campaign marketing ROI lab
- Labor productivity, Revenue per Employee (RPE), Labor Cost Ratio (LCR), and EBIT gain lab
- Bundle pricing, mixed bundling, product cannibalization, and profit lift lab
- Six Sigma DMAIC process sigma level, DPMO, First Pass Yield, and COPQ savings lab
- VRIO framework, Resource-Based View (RBV), and sustained competitive advantage lab
- Agency client profitability, direct gross margin, fully allocated net margin, and concentration risk lab
- Marketing multi-touch attribution (MTA), media mix modeling (MMM), and channel ROAS lab
- Failure Mode and Effects Analysis (FMEA), Risk Priority Number (RPN), and Action Priority lab
- Dynamic peak pricing, demand surge multipliers, price elasticity, and capacity yield lab
- Statistical quality control (SQC), Acceptance Quality Limit (AQL), OC curve, and AOQL lab
- Retail markdown optimization, clearance cadences, gross margin dilution, and terminal salvage lab
- Compensation compa-ratio, salary range penetration, range spread, and merit increase lab
- Viral coefficient (K-factor), viral cycle time, organic amplification, and compounding growth lab
- Weighted Average Cost of Capital (WACC), CAPM cost of equity, after-tax debt, and hurdle rate lab
- Cash runway, gross and net burn rate, Zero Cash Date (ZCD), and Default Alive trajectory lab
- Monte Carlo simulation, probabilistic DCF, expected NPV, loss probability, and Value at Risk lab
- Supply chain Bullwhip Effect, multi-echelon demand distortion, and order variance amplification lab
- Theory of Constraints (TOC), bottleneck exploitation, Drum-Buffer-Rope, and Throughput Accounting lab
- Cohort retention decay curves, power-law vs exponential churn, Net Revenue Retention (NRR), and LTV lab
- Price skimming vs market penetration strategy, consumer surplus, R&D payback, and market share lab
- Span of control ratios, management layers, organizational overhead costs, and Graicunas complexity lab
- Altman Z-Score bankruptcy prediction, financial distress zones, and insolvency risk lab
- Capital Asset Pricing Model (CAPM), equity risk premium, levered vs unlevered beta, and Jensen's alpha lab
- Total Cost of Ownership (TCO), landed supplier sourcing costs, pipeline inventory, and tariffs lab
- Customer Acquisition Cost (CAC) by channel, blended CAC, channel LTV:CAC, and payback lab
- Service Level Agreement (SLA), the nines uptime, MTTR/MTBF, and downtime financial cost lab
- Two-part tariff pricing, fixed access fees, variable usage rates, and consumer surplus extraction lab
- Newsvendor model, single-period inventory optimization, critical fractile service level, and EVPI lab
- Leveraged Buyout (LBO), 5-year debt paydown schedules, sponsor IRR, MOIC, and returns attribution lab
- Menu engineering, Kasavana-Smith profitability matrix, item contribution margins, and food cost % lab
- Consulting leverage ratios, staff pyramid economics, David Maister 3-factor formula, and Profit Per Partner lab
- Credit risk, Expected Loss (PD x LGD x EAD), Unexpected Loss economic capital, and Basel RAROC lab
- Target costing, market allowable cost, Value Engineering (VE) teardowns, and Value Index matrix lab
- Dividend Discount Model (DDM), Gordon Growth, Two-Stage DDM, and H-Model equity valuation lab
- Single-Minute Exchange of Die (SMED), quick changeovers, internal vs external setup, and batch size lab
- Economic Value Added (EVA), ROIC-WACC economic spread, NOPAT, and MVA wealth creation lab
- Overtime vs. new hire staffing, 1.5x wage premiums, benefits burden, and breakeven capacity lab
- Restaurant prime cost, Food & Beverage COGS, labor cost benchmarks, and menu price uplift lab
- ABC-XYZ inventory classification, Pareto 80/20 annual usage value, demand volatility CV, and matrix replenishment lab
- Retainer vs. Time & Materials (T&M) vs. Fixed-Fee profitability, scope creep, and Effective Hourly Rate (EHR) lab
- Degree of Operating Leverage (DOL), fixed vs. variable cost structure, and EBIT volatility magnification lab
- Standard costing, Direct Material & Labor variances (MPV, MQV, LRV, LEV), and overhead volume absorption lab
- Labor burden rate, statutory payroll taxes, health insurance, 401(k) match, PTO downtime, and realized productive billable rate lab
- Restaurant RevPASH, table turnover velocity, seat occupancy %, and average check yield lab
- Supply chain disruption, Time-to-Recover (TTR), Time-to-Survive (TTS), and Risk Exposure Index (REI) lab
- Bond duration, Macaulay & Modified duration, Convexity adjustments, and DV01 interest rate risk lab
- Strategic real options valuation, Black-Scholes managerial flexibility, option to expand, and expanded NPV lab
- Professional services realization rate, billing write-downs, collection write-offs, and Effective Hourly Rate (EHR) lab
- Debt service coverage ratio (DSCR), fixed charge coverage (FCCR), maximum loan capacity, and debt yield lab
- Equipment reliability, MTBF, MTTR, operational availability, downtime financial losses, and preventive maintenance ROI lab
- Business interruption insurance, Actual Loss Sustained (ALS), continuing fixed overhead, coinsurance, and extra expense lab
- Value-based pricing, Economic Value to the Customer (EVC), competitor reference value, and customer surplus sharing lab
- Lead scoring, firmographic fit, behavioral intent, MQL-to-SQL qualification, and sales pipeline velocity lab
- Post-merger integration (PMI), cost/revenue synergy phasing, Costs to Achieve (CTA), and deal value creation lab
- Employee lifetime value (ELTV), onboarding ramp velocity, burdened payroll, peak productivity, and talent ROI lab
- Commercial lease, triple net (NNN) CAM expenses, natural breakpoints, percentage rent overage, and occupancy cost ratio lab
- Manufacturing learning curve, Wright's Law, progress ratios, N-th unit direct labor, and batch pricing lab
- Net dollar retention (NDR / NRR), gross retention (GRR), churn/contraction leakage, and SaaS cohort waterfall lab
- Sustainable growth rate (SGR), internal growth rate (IGR), DuPont ROE, and corporate self-financing lab
- Freemium conversion, cost per free user, breakeven conversion, and product-led growth (PLG) pricing lab
- Retail inventory shrinkage, loss prevention (LP) ROI, and phantom stockout discrepancy lab
- Billing rate multiplier, direct labor burden, overhead (OH/DL), and consulting rate card lab
- Sales quota, tiered commission accelerators, OTE pay mix, and sales rep cash compensation lab
- Hotel GOPPAR, TrevPAR, RevPAR, and lodging gross operating profit flow-through lab
- Debt-to-equity (D/E), financial leverage, interest coverage (TIE), and Hamada beta lab
- Rolled throughput yield (RTY), first pass yield (FPY), hidden factory rework, and defect cascade lab
- Effective hourly rate (EHR), scope creep hour dilution, fixed-fee realization, and loaded cost margin lab
- Average spend per cover (ASPC), guest check average, F&B sales mix, and restaurant prime cost lab
- Franchise ROI, initial investment payback, royalty fee drag, and store EBITDA unit economics lab
- Marketing Efficiency Ratio (MER), blended ROAS, new customer CAC, and contribution profit lab
- Assembly line balancing efficiency, takt time, theoretical minimum workstations, and balance delay lab
- Accounts receivable aging, Days Sales Outstanding (DSO), bad debt allowance, and cash acceleration lab
- Earned Value Management (EVM), CPI, SPI, Cost/Schedule Variances, and EAC forecast lab
- Customer concentration risk, Herfindahl-Hirschman Index (HHI), and M&A multiple discount lab
- Cross-Price Elasticity of Demand (XED), substitutes, complements, and cannibalization lab
- Human Capital ROI (HCROI), Human Capital Value Added (HCVA) per FTE, and labor leverage lab
- Hotel OTA commission, Net ADR yield, channel distribution mix, and direct shift profit lab
- Enterprise Value (EV) to Equity Value bridge, Net Debt, and M&A waterfall lab
- Black-Scholes European option pricing, Greeks (Delta/Gamma/Theta/Vega/Rho), and volatility lab
- Queuing theory (M/M/s waiting lines), Erlang C delay probability, and staffing cost lab
- Sales Per Square Foot (SPSF), Gross Margin Return on Space (GMROS), and retail lease lab
- Share of Voice (SOV), Excess Share of Voice (ESOV), and market share growth lab
- Accounts payable (DPO), trade credit discount APR (2/10 Net 30), and cash unlock lab
- Risk-Adjusted Return on Capital (RAROC), economic capital, and SVA lab
- Hotel RevPAR Index (RGI), Market Penetration (MPI), Average Rate Index (ARI), and fair share lab
- Return on Invested Capital (ROIC), NOPAT, and economic spread lab
- FTE & workforce capacity planning, shrinkage %, and staffing lab
- Initial Markup (IMU), Maintained Markup (MMU), and retail reductions lab
- FX hedging, currency transaction risk, forward rates, and VaR lab
- Advertising adstock, media saturation, half-life, and marginal ROAS lab
- Hotel flow-through %, operating flex %, and GOP conversion lab
- Discounted payback period, nominal payback, NPV, and capital recovery lab
- Levered and unlevered beta, Hamada equation, peer comps, and cost of equity lab
- Free cash flow to firm (FCFF) vs. equity (FCFE), DCF bridges, and NWC reinvestment lab
- Price break EOQ, quantity discount tiers, holding vs. purchase savings, and order policy lab
- Yield to maturity (YTM), bond pricing, current yield, and Newton-Raphson iteration lab
- Credit spread, G-spread over Treasuries, implied default probability, and hazard rate lab
- Kanban card sizing, CONWIP WIP limits, Little's Law lead time, and inventory carrying cost lab
- Sharpe ratio, Sortino downside deviation, Treynor systematic risk, and Jensen's alpha lab
- Cash Conversion Efficiency (CCE % = FCF ÷ Revenue), Operating Cash Flow margin, CapEx intensity, and earnings quality realization lab
- Statement of Retained Earnings (Beginning + Net Income - Dividends), plowback retention rates, and Higgins Sustainable Growth Rate lab
- Cost of Equity (Ke), CAPM, Gordon Growth Model, Bond Yield Plus Risk Premium triangulation, and hurdle rate lab
- Net Operating Profit After Tax (NOPAT = EBIT × (1 - t)), invested capital charge, and Economic Value Added (EVA) lab
- Earnings Yield (E/P), inverse P/E ratio, Fed Model equity risk premium spread over 10-year Treasuries, and real yield lab
- Equity Risk Premium (ERP), Historical, Damodaran Implied Forward DCF, and Ibbotson-Chen supply-side model lab
- Dividend Coverage Ratio (DCR = EPS ÷ DPS), Free Cash Flow coverage, payout headroom, and dividend safety lab
- Working Capital Funding Gap (AR + Inventory - AP), Cash Conversion Cycle days, revolving credit line requirements, and growth deficit lab
- Working Capital Turnover ratio, Days Working Capital (DWC), capital support capacity, and overtrading risk lab
- Net working capital (NWC), operating working capital (OWC), liquidity ratios, and cash unlock lab
- SaaS magic number, sales efficiency, net new ARR, and CAC payback period lab
- Interest rate swap (IRS) valuation, fixed vs. floating leg cash flows, swap rate solver, and DV01 hedge lab
- SaaS Rule of 40, revenue growth vs. FCF margin, valuation multiple expansion, and Bessemer benchmark lab
- Burn Multiple, startup capital efficiency, net burn vs. net new ARR, and runway lab
- SaaS Quick Ratio, subscription revenue waterfall, net new ARR dynamics, and churn drag lab
- Internal rate of return (IRR), modified IRR (MIRR), NPV profiles, and capital budgeting lab
- Terminal value (TV), Gordon growth perpetuity, exit multiples (EV/EBITDA), and DCF enterprise valuation lab
- Reorder point (ROP), statistical safety stock, lead-time and demand variance, and cycle service level lab
- Discounted cash flow (DCF) model, unlevered free cash flows, WACC discounting, terminal value, and equity bridge lab
- LTV:CAC ratio, discounted customer lifetime value, CAC payback period, and unit economics lab
- Startup cash runway, Zero Cash Date (ZCD), monthly net burn, revenue ramp, and fundraising buffer lab
- Debt service coverage ratio (DSCR), commercial real estate underwriting, max supportable loan, and debt yield lab
- Target return on investment (ROI) pricing, full absorption unit cost, required operating profit markup, and breakeven volume lab
- Inventory stockout cost, lost sales margin, backorder expediting, customer churn drag, and optimal service level (CSL*) lab
- Nurse-to-patient ratio, nursing hours per patient day (HPPD), shift scheduling, core vs. agency mix, and clinical safety lab
- Free cash flow (FCF), operating cash flow (OCF), CapEx reinvestment, FCFF, FCFE, and cash conversion lab
- Sales velocity, daily pipeline revenue, win rate, deal size, and cycle compression acceleration lab
- Piotroski F-Score, 9-point fundamental accounting criteria, earnings quality, and bankruptcy screening lab
- Beneish M-Score, 8-variable earnings manipulation detection, probability of manipulation, and forensic accounting lab
- Email marketing ROI, subscriber list decay, revenue per recipient (RPR), deliverability, and conversion waterfall lab
- CPM, CPC, click-through rate (CTR), cost per acquisition (CPA), conversion rate, ROAS, and ad arbitrage lab
- Contribution margin, contribution margin ratio (CMR), break-even units and revenue, margin of safety, and CVP operating leverage lab
- Operating cycle, gross cash velocity, Days Inventory Outstanding (DIO), Days Sales Outstanding (DSO), and working capital carrying drag lab
- Compound Annual Growth Rate (CAGR), geometric multi-year expansion, inflation-adjusted real CAGR, Rule of 72 doubling, and target valuation lab
- SaaS ARR waterfall, Net Revenue Retention (NRR), Gross Revenue Retention (GRR), expansion, contraction, and cohort bridge lab
- Quick Ratio (Acid-Test), Cash Ratio, liquid working capital buffer, short-term debt coverage, and solvency lab
- Capitalization rate (Cap Rate), commercial real estate valuation, Net Operating Income (NOI), Effective Gross Income (EGI), and exit cap spread lab
- Adjusted EBITDA, Quality of Earnings (QoE), M&A add-back reconciliation, EV/EBITDA buyout multiples, and pro-forma run-rate lab
- Net Debt to EBITDA, gross leverage, lending covenant headroom, and debt de-leveraging lab
- Times Interest Earned (TIE), EBITDA interest coverage, cash interest coverage, debt capacity, and covenant solvency lab
- Gross margin %, markup on cost, cost of goods sold (COGS), volume break-even, and pricing optimization lab
- Total Asset Turnover (TAT), Fixed Asset Turnover (FAT), Working Capital Velocity, and DuPont ROE lab
- Current ratio, Acid-Test Quick Ratio, Cash Ratio, Net Working Capital buffer, and covenant liquidity lab
- Operating Profit Margin (EBIT Margin), SG&A overhead drag, OPEX ratio, and operating leverage lab
- Fixed Charge Coverage Ratio (FCCR), operating leases, debt principal amortization, and commercial covenant lab
- Operating Cash Flow Ratio (OCF Ratio), Cash Flow from Operations (CFO), short-term debt coverage, and liquidity lab
- Gross Margin Return on Inventory Investment (GMROI), inventory turnover, markup on cost, and holding cost lab
- Return on Capital Employed (ROCE), Capital Employed, EBIT margin, capital turnover, and economic spread lab
- Days Sales Outstanding (DSO), Accounts Receivable Turnover, collections cash velocity, and liquidity unlock lab
- Days Payables Outstanding (DPO), Accounts Payable Turnover, trade credit financing, and early discount APR lab
- Days Inventory Outstanding (DIO), Days Sales of Inventory (DSI), inventory carrying cost drag, and working capital cash unlock lab
- Return on Assets (ROA), DuPont asset turnover decomposition, unlevered operating returns, and capital productivity lab
- Sortino Ratio, downside semi-deviation, MAR hurdle excess return, and Sharpe Ratio asymmetry lab
- Price-to-Earnings (P/E) Ratio, Peter Lynch PEG Ratio, earnings yield, equity risk premium, and implied fair value equity valuation lab
- Treynor Ratio, CAPM systematic risk beta, market risk premium, and diversified portfolio performance lab
- Calmar Ratio, maximum drawdown (MDD), Sterling Ratio, and tail-risk recovery resilience lab
- Price-to-Book (P/B) Ratio, Tangible Book Value per share, justified ROE-driven P/B, and equity valuation lab
- Price-to-Sales (P/S) Ratio, EV/Sales multiples, margin-justified revenue multiples, and equity valuation lab
- Enterprise Value-to-EBITDA (EV/EBITDA), capital structure bridge, and valuation multiples lab
- Enterprise Value-to-EBIT (EV/EBIT) Ratio, Operating Earnings Yield (EBIT/EV), capital intensity adjustment, and valuation multiples lab
- Enterprise Value-to-Sales (EV/Sales) multiple, net debt capital structure adjustments, and revenue valuation lab
- EBIT margin, operating profit waterfall, SG&A overhead drag, and degree of operating leverage (DOL) lab
- Net Profit Margin %, complete top-to-bottom income statement waterfall, interest and tax burdens, and EPS lab
- EBITDA margin %, operating cash profitability, D&A capital intensity drag, and EBITDA-to-EBIT conversion lab
- Free Cash Flow (FCF) margin %, Operating Cash Flow (OCF) conversion, CapEx intensity drag, and earnings cash quality lab
- Operating Cash Flow (OCF) margin %, Cash Flow from Operations (CFO) waterfall, working capital drag, and cash quality lab
- Sloan Ratio, accrual anomaly, earnings quality, balance sheet vs. cash flow accruals, and restatement risk lab
- Dividend Discount Model (DDM), Gordon Constant Growth, Two-Stage supernormal expansion, Fuller-Hsia H-Model, and intrinsic equity valuation lab
- Price-to-Cash-Flow (P/CF) Ratio, Price-to-Free-Cash-Flow (P/FCF), cash flow yield, and equity valuation lab
- Free Cash Flow (FCF) Yield, cash per share, dividend safety coverage, and cash allocation lab
- Dividend yield, EPS and FCF payout ratios, yield on cost (YOC), and dividend sustainability lab
- Dividend Payout Ratio, GAAP EPS vs. FCF payout, plowback retention rate, and distribution safety lab
- Plowback Ratio, retention rate, Sustainable Growth Rate (SGR), DuPont ROE, and equity reinvestment lab
- Reinvestment Rate, net capital expenditures, change in working capital, ROIC, and fundamental operating growth lab
- Omega Ratio, probability-weighted gain/loss expectancy, threshold return hurdle, and asymmetric payoff lab
- Graham Number, Benjamin Graham 22.5 rule, margin of safety %, Net Current Asset Value (NCAV), and deep value lab
- Internal Growth Rate (IGR), zero-debt self-funded expansion, External Financing Needed (EFN), and Higgins SGR contrast lab
- Market Value Added (MVA = Enterprise Market Value - Invested Capital), single-period EVA, and shareholder wealth creation lab
- Residual Income Valuation (Edwards-Bell-Ohlson), equity charges, Clean Surplus Accounting, persistence decay, and justified P/B lab
- Adjusted Present Value (APV), unlevered DCF, interest tax shields, dynamic debt paydown, and distress cost lab
- Fuller-Hsia H-Model, linear growth fade, terminal perpetuity, implied cost of equity, and discrete DCF cash flow schedule lab
- Asian option pricing (arithmetic & geometric average), Kemna-Vorst closed forms, Turnbull-Wakeman moment matching, and volatility dampening lab
- Lookback option pricing (floating & fixed strike), Goldman-Sosin-Gatto and Conze-Viswanathan closed forms, Broadie-Glasserman-Kou discrete monitoring, and extrema Greeks lab
- Margrabe exchange option pricing, two-asset Black-Scholes framework, combined spread volatility, cross-asset Greeks, and spark spread valuation lab
- Compound option pricing (Geske 1979), options on options (CoC, PoC, CoP, PoP), critical boundary S*, bivariate normal integrals, and staged real options lab
- Chooser option pricing (Rubinstein 1991), as-you-like-it options, choice date flexibility, critical price boundary S*, and straddle discount lab
- Bermudan option pricing, discrete exercise schedules, CRR recombining binomial lattices, early exercise boundaries, and American vs European premiums lab
- Forward start option pricing (Rubinstein 1991), future strike determination date t1, moneyness multiple alpha, cliquet notes, and pre-start Greeks lab
- Gap option pricing, dual strike hurdles (K1 trigger, K2 payoff), negative option values, jump discontinuities, and Greeks cliff lab
- Rainbow option pricing (Johnson 1987), two-asset best-of and worst-of payoff structures, bivariate normal distributions, cross-asset correlation risk, and Greeks lab
- Basket option pricing, arithmetic weighted portfolio moment matching, Ju (2002) approximations, diversification discount, and component Greeks lab
- Digital option pricing, cash-or-nothing and asset-or-nothing binaries, extreme pin risk, Dirac delta Greeks, and tight call spread static replication lab
- Quanto option pricing, cross-currency fixed exchange rate guarantees, Girsanov drift adjustments (-rho*sigma_S*sigma_X), and correlation risk lab
- Power option pricing, non-linear payoffs (S_T^alpha - K), Itô volatility magnification (alpha*sigma), super-convexity, and higher-order Greeks lab
- Cliquet option pricing, periodic strike reset ratchets, local return caps & floors, forward-start option series decomposition, and equity structured notes lab
- Variance swap pricing, Demeterfi et al. (1999) log-contract replication strips (1/K²), fair variance strikes, vega notionals, and volatility convexity lab
- Autocallable structured note pricing, Phoenix memory coupons, early redemption trigger schedules, downside knock-in put protection, and expected duration lab
- Credit Default Swap (CDS) pricing, ISDA standard coupons (100/500 bps), upfront settlement points, hazard rate bootstrapping, survival curves Q(t), and CS01/DV01 hedge ratios lab
- Credit Valuation Adjustment (CVA), Debit DVA, Bilateral BCVA, Expected Positive Exposure (EE/EPE), Potential Future Exposure (PFE 95th/99th), and ISDA CSA collateral netting lab
- Forward Rate Agreement (FRA) pricing, AxB money market conventions, implied no-arbitrage forward rate bootstrapping, in-advance discounted cash settlements, and borrower/lender hedging lab
- Interest rate cap, floor & collar pricing, Black-76 caplet strips, zero-cost collar structuring, cap-floor parity, and Vega/Theta risk management lab
- European swaption pricing, Black-76 lognormal vs. Bachelier normal models, Expiry × Tenor volatility grids, swap annuity PVBP, and payer/receiver Greeks lab
- Constant Maturity Swap (CMS) pricing, numeraire change convexity adjustments, swap annuity function G(y), CMS caps/floors, and curve steepener spread options lab
- Bermudan swaption pricing, 1-factor Hull-White trinomial lattice dynamic programming, optimal exercise stopping boundaries r*(t), and early exercise premium lab
- Corporate debt restructuring, creditor haircuts, debt-to-equity swaps (DES), post-recapitalization equity value, existing shareholder dilution, and debt service covenant restoration lab
- Convertible bond pricing, conversion parity (CR × S), straight debt investment floor, embedded option premium, conversion premium, and convertible arbitrage delta hedging lab
- Bond convexity, analytical second derivative curvature, Macaulay vs. modified duration, dollar convexity, and second-order Taylor series price shock approximation lab
- Barbell vs. bullet bond portfolio strategies, duration matching, barbell convexity advantage, yield giveup drag, and yield curve reshaping/butterfly shifts lab
- Key rate duration (KRD) vector decomposition, Ho (1992) tent functions, non-parallel curve twists, effective duration sum-check, and portfolio shaping risk lab
- Spot vs. forward rate curve bootstrapping, par yield recursive decomposition, implied forward metrics (1y1y, 2y3y, 5y5y), and term premium dynamics lab
- Nelson-Siegel & Svensson parametric yield curve fitting, Level, Slope, and Curvature factor decomposition, instantaneous forward curves, and RMSE calibration lab
- Z-spread (Zero-Volatility Spread) numerical spot curve inversion, Option-Adjusted Spread (OAS) in callable/putable bonds, and Par-Par Asset Swap Spread (ASW) lab
- European box spread arbitrage, Put-Call Parity synthetic replication, implied borrowing/lending interest rate yields, and American early assignment risk lab
- Iron Condor options income strategies, Probability of Profit (POP) lognormal diffusion, risk-reward ratios, dual breakevens, and portfolio Greeks curve evolution lab
- Butterfly spread options structures (1-2-1), Black-Scholes Greeks, asymmetric broken-wing variations, pin risk, and time-decay theta acceleration lab
- Straddle and strangle pure volatility strategies, market-implied expected move rule (0.85 × Straddle), post-earnings IV crush, and dual breakevens lab
- Calendar and diagonal spread time options, non-linear theta divergence (1/√T), IV term structure skew, and front expiry payoffs lab
- Ratio spread (1:2) and volume backspread (2:1) options mechanics, asymmetric tail risk, naked strike breakevens, and Black-Scholes Greeks lab
- Condor spread (Long & Short) 4-strike options strategies, flat profit plateau (K2-K3), dual breakevens, and Black-Scholes Greeks lab
- Seagull spread (Bull & Bear) 3-strike options hedging, zero-cost corridors, asymmetric tail risk, and Black-Scholes Greeks lab
- Collar strategy (Zero-Cost & Protective) options hedging, floor/ceiling corridors, portfolio Greek stabilization, and Black-Scholes pricing lab
- Strip and strap asymmetric options structures, directional volatility leverage (2:1 put/call ratios), asymmetric breakevens, and Greeks lab
- Iron Butterfly 4-leg credit options structures, short ATM straddle core, defined OTM wings, peak profit apex, and Black-Scholes Greeks lab
- Christmas Tree spread (1-2-3 & 1-1-2) asymmetric option ladders, low net debit entry, directional bias with defined risk, and Greeks lab
- Risk Reversal & volatility skew strategies, FX 25-delta skew arbitrage, zero-cost synthetic long/short setups, and Black-Scholes Greeks lab
- Jelly Roll options arbitrage, calendar synthetic loan pricing, put-call parity theoretical valuation, implied financing rates, and assignment risk lab
- Dispersion trading volatility arbitrage, index vs. basket straddles, implied correlation solving, vega-neutral hedging, and correlation risk premium (CRP) lab
- Synthetic futures and synthetic stock options strategies, Put-Call Parity replication (+C/-P), cost of carry forward pricing, and zero-vega Greeks lab
- Breeden-Litzenberger (1978) model-free risk-neutral density extraction, second derivative curvature q(K), butterfly replication, and skewness/kurtosis lab
- Vanna-Volga pricing and 2nd-order Greek hedging, 3-pillar calibration portfolio (ATM, 25-delta RR, 25-delta BF), cross-gamma risk, and implied volatility smile reconstruction lab
- 3D implied volatility surface geometry and Gatheral (2004) SVI calibration, cross-sectional strike skews, term structure contango/backwardation, and calendar/butterfly no-arbitrage bounds lab
- Institutional volatility cones (Burghardt & Lane 1990), multi-horizon realized volatility percentiles (10-252d), estimator efficiencies (Parkinson, Garman-Klass, Yang-Zhang), and Volatility Risk Premium (VRP) lab
- Two-asset spread option pricing via Kirk's (1995) approximation, Margrabe zero-strike limit, cross-asset Greeks, commodity crack/spark spreads, and correlation sensitivity lab
- Bruno Dupire (1994) local volatility surface extraction from implied variance w(k,T), continuous diffusion, 2x slope rule of thumb, calendar/butterfly no-arbitrage bounds, and forward smile lab
- CBOE Volatility Index (VIX) calculation formula, log contract replication with 1/K² weights, zero-bid truncation, and 30-day term roll interpolation lab
- Volatility swap pricing, Jensen's inequality convexity drag (K_vol < √K_var), Brockhaus-Long analytical Taylor approximation, and linear vs. variance payoffs lab
- Correlation swap pricing, Sebastien Bossu (2005) index vs constituent variance decomposition, Correlation Risk Premium (CRP), systemic contagion, and mark-to-market blending lab
- Corridor variance swap pricing, Peter Carr & Roger Lee (2007) bounded 2/K² replication strips, downside semi-variance crash hedging, barrier pin risk, and conditional accrual lab
- Forward Volatility Agreement (FVA) pricing, forward starting variance swaps, calendar variance replication (+T2/-T1), forward convexity drag, and term structure roll-down carry lab
- VIX futures and options pricing, risk-neutral mean reversion (kappa/theta), term structure roll yield carry, Black-76 options with positive skew, and ETP drag lab
- Constant Proportion Portfolio Insurance (CPPI), Black & Jones (1987) dynamic floor protection, cushion multiplier, cash-lock trap, and gap crash risk lab
- Option-Based Portfolio Insurance (OBPI), Leland & Rubinstein (1976) protective puts, 90/10 capital protected notes, equity participation rates, and Black-Scholes theta decay lab
- Time-Invariant Portfolio Protection (TIPP), Estep & Kritzman (1988) ratcheted trailing floors, high-water mark tracking, perpetual investment horizon, and cash-lock trade-offs lab
- Risk Parity & Equal Risk Contribution (ERC), Maillard, Roncalli & Teïletche (2010), Qian (2005) covariance risk budgeting, 60/40 risk illusions, and All-Weather diversification lab
- Hierarchical Risk Parity (HRP), Marcos López de Prado (2016) machine learning portfolio allocation, single-linkage tree clustering, quasi-diagonalization, and recursive bisection lab
- Maximum Diversification Portfolio (MDP), Yves Choueifaty & Yves Coignard (2008) Diversification Ratio (DR) optimization, equi-correlation property, and diversification alpha lab
- Resampled Efficient Frontier, Richard & Robert Michaud (1998) Monte Carlo parameter uncertainty, bootstrap resampling, transition mapping, and out-of-sample stability lab
- Ledoit-Wolf Covariance Shrinkage & Random Matrix Theory, Olivier Ledoit & Michael Wolf (2004) optimal linear shrinkage ($\Sigma^* = \delta F + (1-\delta)S$), Marcenko-Pastur spectral noise bounds, and condition number stabilization lab
- Kelly Criterion Multi-Asset Portfolio, John L. Kelly Jr. (1956), Edward Thorp (1969) logarithmic capital growth, multivariate leverage ($w^* = \Sigma^{-1}(\mu - r_f\mathbf{1})$), Half-Kelly variance reduction, and drawdown probability lab
- Fundamental Law of Active Management, Richard Grinold (1989), Ronald Kahn (2000), Clarke, de Silva & Thorley (2002) Information Ratio ($\text{IR} = TC \times \text{IC} \times \sqrt{BR^*}$), transfer coefficient, breadth compression, and active alpha lab
- Brinson Portfolio Performance Attribution, Gary Brinson, Randolph Hood & Gilbert Beebower (BHB 1986), Brinson & Nimrod Fachler (BF 1985) Sector Allocation, Security Selection, Interaction effects, and Carino multi-period linking lab
- Barra Multi-Factor Risk Model, Barr Rosenberg (1974), Stephen Ross (1976) Arbitrage Pricing Theory, systematic factor covariance ($\mathbf{X}\mathbf{F}\mathbf{X}^T$), idiosyncratic specific risk ($\boldsymbol{\Delta}$), and active tracking error budgeting lab
- Almgren-Chriss (2000) Optimal Execution, Robert Almgren & Neil Chriss market impact theory, permanent vs. temporary impact, optimal hyperbolic liquidation trajectories ($x(t)$), variance of capture, and execution efficient frontier lab
- Sharpe (1988, 1992) Returns-Based Style Analysis (RBSA), William F. Sharpe constrained quadratic programming, effective asset allocation, $R^2$ style fit, active selection alpha, and rolling style drift index (SDI) lab
- Copula & Tail Dependence Portfolio Risk, Sklar's Theorem (1959), Gaussian, Student-t, Clayton, and Gumbel copulas, lower and upper tail dependence ($\lambda_L, \lambda_U$), joint default probability, and systemic crash contagion lab
- Conditional Value-at-Risk (CVaR) & Expected Shortfall Optimization, R. Tyrrell Rockafellar & Stanislav Uryasev (2000) linear programming formulation, Euler component tail risk decomposition, and Basel III / FRTB capital adequacy lab
- GARCH(1,1) & GJR-GARCH Volatility Forecasting, Tim Bollerslev (1986), Robert Engle (1982) autoregressive conditional heteroskedasticity, volatility clustering, shock persistence, half-life, news impact curves, and term structure forecasting lab
- Variance Gamma (VG) Option Pricing, Dilip B. Madan, Peter P. Carr & Eric C. Chang (1998) pure jump Lévy process, stochastic operational time subordination, leptokurtic return density, volatility smile/skew, and Fourier inversion lab
- Kou Jump-Diffusion Option Pricing, Steven G. Kou (2002) double exponential jump-diffusion model, asymmetric jump decays ($\eta_1, \eta_2$), memoryless property, jump compensator ($\zeta$), and Fourier inversion smile lab
- Bates (1996) Stochastic Volatility Jump-Diffusion, David S. Bates unified Heston CIR continuous variance with Merton compound Poisson lognormal jumps, jump compensator ($\bar{k}$), Fourier inversion, and volatility smile lab
- Constant Elasticity of Variance (CEV) Option Pricing, John C. Cox (1975) local volatility diffusion ($dS = \mu S dt + \sigma S^\beta dW$), elasticity of variance ($2(\beta - 1)$), non-central chi-square analytical pricing, absorbing default barrier, and leverage skew lab
- Merton (1969, 1971) Continuous-Time Portfolio Choice & Optimal Consumption, Robert C. Merton Hamilton-Jacobi-Bellman (HJB) stochastic control, CRRA power utility, optimal risky asset share ($\alpha^* = \frac{\mu - r}{\gamma \sigma^2}$), dynamic spending propensity ($\nu(t)$), and longevity ruin analysis lab
- Carr-Madan (2001) Static Option Replication & Model-Free Volatility, Peter Carr & Dilip Madan static spanning theorem, exact Taylor payoff expansion, VIX log contract replication, discrete strike mesh weighting ($w_i = F''(K_i)\Delta K$), and synthetic Greeks lab
- Kyle's Lambda & Market Microstructure, Pete Kyle (1985) insider trading equilibrium, order flow price impact ($\lambda = \frac{\sigma_v}{2\sigma_u}$), market depth ($D = 1/\lambda$), Glosten-Milgrom (1985) sequential Bayesian adverse selection spread, Roll (1984) effective spread, and Amihud illiquidity lab
- Pairs Trading & Statistical Arbitrage, Marco Avellaneda and Jeong-Hyun Lee (2010) Ornstein-Uhlenbeck spread model ($dX_t = \kappa(\theta - X_t)dt + \sigma dW_t$), Engle-Granger cointegration, dimensionless $s$-score trading rules, mean-reversion half-life ($t_{1/2} = \frac{\ln(2)}{\kappa}$), and market-neutral backtest lab
- Volume-Synchronized Probability of Toxicity (VPIN), David Easley, Marcos López de Prado, and Maureen O'Hara (2012) flow toxicity, volume clock discretization ($V = \text{ADV}/N_{\text{buckets}}$), Bulk Volume Classification (BVC, $V_\tau^B = V \cdot \Phi(\Delta P / \sigma_{\Delta P})$), toxicity CDF warning thresholds ($F_{\text{VPIN}} \ge 0.99$), and flash crash liquidity cascade lab
- Avellaneda-Stoikov (2008) High-Frequency Market Making, Marco Avellaneda & Sasha Stoikov reservation price ($r = s - q\gamma\sigma^2(T-t)$), optimal bid-ask quoting schedule ($p^a, p^b$), inventory risk penalty, order book liquidity decay ($\kappa$), and inventory mean-reversion lab
- Hasbrouck (1995) Information Share & Gonzalo-Granger (1995) Component Share, Vector Error Correction Model (VECM), cointegration, Cholesky factorization bounds ($[IS^{\min}, IS^{\max}]$), price leadership attribution, and cross-market innovation correlation lab
- Huang & Stoll (1997) Bid-Ask Spread Decomposition, structural econometric trade indicator model, adverse selection ($\alpha$), inventory holding cost ($\beta$), order processing profit ($\gamma$), flow persistence ($\pi$), and realized spread decay lab
- Yang-Zhang (2000) & Range-Based Volatility, Dennis Yang & Qiang Zhang minimum-variance unbiased estimator ($\sigma_{YZ}^2 = \sigma_o^2 + k\sigma_c^2 + (1-k)\sigma_{RS}^2$), Parkinson (1980), Garman-Klass (1980), Rogers-Satchell (1991) drift independence, and statistical efficiency gains lab
- Madhavan-Richardson-Roompack (1997) MRR Spread Decomposition, structural price determination model, trade surprises ($\xi_t = x_t - \rho x_{t-1}$), adverse selection ($\alpha$), order processing ($\phi$), serial correlation ($\rho$), public news shock ($\sigma_u^2$), and return variance attribution lab
- Barndorff-Nielsen & Shephard (2004, 2006) Realized Bipower Variation ($BV = \frac{\pi}{2} \sum |r_j||r_{j-1}|$), continuous vs jump variance disentanglement ($JV = \max[RV - BV, 0]$), Tri-power Quarticity ($TQ$), and BNS non-parametric jump test lab
- Cont-Kukanov-Stoikov (2014) Order Flow Imbalance (OFI) & Price Impact, limit order book event decomposition ($OFI_t = e_{b,t} - e_{a,t}$), multi-level depth weighting, price impact regression ($\Delta P_t = \beta \cdot OFI_t$), market depth resilience ($D = 1/\beta$), and queue liquidity lab
- Jim Gatheral (2010) Transient Market Impact & Resiliency, decaying kernel ($G(\tau) = \lambda e^{-\rho\tau} + \gamma_{\text{perm}}$), Fredholm integral optimal liquidation, post-trade price relaxation, and No-Dynamic-Arbitrage price manipulation theorem lab
- Richard Roll (1984) Effective Spread & Serial Covariance, bid-ask bounce autocovariance ($S = 2\sqrt{-\text{Cov}(\Delta P_t, \Delta P_{t-1})}$), positive covariance puzzle, microstructure noise ratio, and return variance decomposition lab
- Corwin & Schultz (2012) High-Low Spread Estimator, daily extreme prices ($H_t, L_t$), single-day vs two-day variance scaling ($\beta = [\ln(H/L)]^2, \gamma = [\ln(H_{12}/L_{12})]^2$), closed-form spread ($S = \frac{2(e^\alpha - 1)}{1 + e^\alpha}$), Parkinson (1980) volatility de-biasing, and negative spread truncation lab
- Glosten-Milgrom (1985) Sequential Trade Microstructure, Bayesian quote updating ($A_t = \mathbb{E}[V \mid \text{Buy}], B_t = \mathbb{E}[V \mid \text{Sell}]$), adverse selection spread ($S_t = A_t - B_t$), martingale belief convergence ($p_t \to \mathbf{1}_{\{V=V_H\}}$), and spread collapse lab
- Easley-Kiefer-O'Hara-Paperman (1996) Probability of Informed Trading (PIN), daily information event tree ($\alpha, \delta$), Poisson arrival mixture ($\mu, \epsilon$), joint log-likelihood surface optimization, adverse selection risk, and PIN ($\frac{\alpha\mu}{\alpha\mu+2\epsilon}$) lab
- Hasbrouck (1991) Vector Autoregression (VAR) & Impulse Response, midquote revisions ($r_t$), signed order flow ($x_t$), contemporaneous quote impact ($b_0$), permanent informational price impact ($I(\infty) = \sum \beta_s$), transitory inventory friction, and Beveridge-Nelson quote variance decomposition ($R_w^2$) lab
- Kyle & Obizhaeva (2016) Market Microstructure Invariance, risk transfer business time ($W = V\sigma/C$), universal power laws (bet size $Q^* \propto (V/\sigma)^{1/3}$, spread $S \propto (\sigma^2/V)^{1/3}$, impact $I^*$), cross-asset invariance collapse, and square-root metaorder slippage lab
- Engle & Russell (1998) Autoregressive Conditional Duration (ACD), high-frequency point processes, trade timing ($\psi_i = \omega + \alpha x_{i-1} + \beta \psi_{i-1}$), Weibull baseline hazard dynamics ($h(t)$), duration clustering, and trade intensity volatility acceleration lab
- Ho & Stoll (1981) Optimal Dealer Pricing & Inventory Risk, CARA expected utility, reservation price skewing ($R(S,q) = S - q\gamma\sigma^2(T-t)$), asymmetric bid-ask half-spreads ($\delta_a^*, \delta_b^*$), and inventory mean-reversion lab
- Hawkes (1971) Self-Exciting Point Process, Ogata (1981) thinning algorithm, branching ratio ($\eta = \alpha/\beta$), endogenous order reflexivity, memory half-life ($t_{1/2} = \frac{\ln 2}{\beta}$), cubic variance scaling ($1/(1-\eta)^3$), and flash crash liquidity cascades lab
- Bouchaud, Gefen, Potters, & Wyart (2004) Propagator Model of Market Impact, long-memory order flow ($C(l) \sim l^{-\gamma}$), bare power-law propagator kernel ($G(l) = \frac{\Gamma_0}{(1+l)^\beta}$), critical balance efficiency condition ($\beta = \frac{1-\gamma}{2}$), apparent permanent impact ($R_\infty$), and anomalous diffusion lab
- Cartea & Jaimungal (2014) Optimal Market Making with Alpha Signals & Drift, Ornstein-Uhlenbeck signal dynamics ($d\alpha_t = -\kappa\alpha_t dt + \sigma_\alpha dW_t^\alpha$), HJB stochastic control, directional quote leaning ($\delta_a^* - \delta_b^*$), adverse selection mitigation, and inventory variance control lab
- Gatheral, Jaisson, & Rosenbaum (2018) Rough Volatility, Rough Bergomi (rBergomi) model, Riemann-Liouville fractional Brownian motion ($W_t^H$), sub-diffusive Hurst parameter ($H \approx 0.10 < 0.5$), monofractal structure function scaling ($\mathbb{E}[|\Delta \ln \sigma|^q] \propto \Delta^{qH}$), and short-dated ATM implied volatility skew power-law explosion ($\psi(\tau) \propto \tau^{H - 1/2}$) lab
- Guéant, Tapia, & Manziadi (2012) Dealing with Inventory Risk, closed-form market making, Cole-Hopf HJB linearization, tridiagonal matrix exponential ($v(\tau) = \exp(M\tau)\mathbf{1}$), exact inventory bounds ($q \in [-Q, +Q]$), and non-linear optimal bid-ask quote spreads ($\delta_b^*(q), \delta_a^*(q)$) lab
- Cont, Stoikov, & Talreja (2010) Stochastic Order Book Dynamics, continuous-time Markovian queues, birth-death intensity ($\lambda, \mu, \theta q$), 2D harmonic absorption probability ($p_1(x, y)$), expected queue depletion time ($E[\tau \mid q_0]$), and order book imbalance (OBI) lab
- Jim Gatheral (2004) & Gatheral-Jacquier (2014) Stochastic Volatility Inspired (SVI) Volatility Surface & Arbitrage, Raw SVI total variance ($w(k) = a + b[\rho(k-m) + \sqrt{(k-m)^2+\sigma^2}]$), Roger Lee asymptotic extreme-strike moment bounds ($b(1+|\rho|) \le 2$), Breeden-Litzenberger risk-neutral density, Durrleman butterfly no-arbitrage condition ($g(k) \ge 0$), and Jump-Wings (SVI-JW) conversion lab
- Rama Cont & Adrien de Larrard (2013) Price Dynamics in a Markovian Limit Order Book, heavy-traffic diffusion limit, conformal harmonic exit probability ($p_{\text{up}} = \frac{2}{\pi}\arctan(q_b / q_a)$), analytical microstructure volatility theorem ($\sigma = \frac{\delta}{D}\sqrt{\frac{\pi\mu}{4}}$), and $t^{-1/2}$ heavy-tailed price duration tails lab
- Peter Carr & Dilip Madan (1999) Option Valuation Using the Fast Fourier Transform (FFT), characteristic function inversion ($\phi_T(u)$), modified call damping factor ($\alpha > 0$), Simpson's quadrature weights ($w_j$), Nyquist reciprocal strike grid spacing ($\lambda \eta = \frac{2\pi}{N}$), and multi-strike implied volatility smile reconstruction lab
- Fang & Oosterlee (2008) Fourier-Cosine (COS) Series Expansion Option Pricing, characteristic function density projection ($A_k = \frac{2}{b-a}\operatorname{Re}[\phi(\frac{k\pi}{b-a})e^{-ik\pi\frac{a}{b-a}}]$), cumulant-based truncation bounds ($[c_1 - L\sqrt{c_2 + \sqrt{c_4}}, c_1 + L\sqrt{c_2 + \sqrt{c_4}}]$), closed-form payoff coefficients ($\chi_k, \psi_k$), analytical Greeks ($\Delta, \Gamma$), and exponential spectral convergence lab
- Longstaff & Schwartz (2001) Least Squares Monte Carlo (LSM) American Option Pricing, cross-sectional OLS regression on in-the-money paths, dynamic programming backward induction, optimal stopping times ($\tau^*$), dynamic early exercise boundary extraction ($S^*(t)$), and Early Exercise Premium (EEP) decomposition lab
- Brace, Gatarek, & Musiela (1997) LIBOR Market Model (BGM / LMM), discrete forward rate SDE dynamics ($dL_k/L_k = \mu_k dt + \sigma_k dW_t$), Spot LIBOR numeraire measure drift adjustments, Rebonato humped parametric volatility ($\sigma(t, T_k)$), Hunter-Jäckel-Joshi predictor-corrector stepping, Black-76 caplet benchmark calibration, and Rebonato swaption volatility approximation lab
- Hayne Leland (1994) & Leland-Toft (1996) Corporate Debt, Endogenous Default Barrier ($V_B^* = \frac{(1-\tau_c)C}{r}\frac{X}{1+X}$), smooth-pasting condition ($\partial E/\partial V = 0$), debt tax shields ($\text{TB}(V)$), bankruptcy costs ($\text{BC}(V)$), trade-off theory optimal capital structure ($C^*$), and credit spread term structure lab
- Darrell Duffie & Kenneth J. Singleton (1999) Reduced-Form Credit Risk, defaultable bond valuation, Recovery of Market Value (RMV), default-adjusted short rate ($R_t = r_t + \lambda_t L_t$), affine CIR hazard rate intensity ($\lambda_t$), credit spread term structures, and CS01 lab
- Robert Jarrow, David Lando, & Stuart Turnbull (JLT 1997) Credit Rating Migration, Markov chain transition matrices ($P, Q = \Pi P$), absorbing default state, multi-period matrix powers ($P^t$), credit spread term structures across rating classes, forward migration revaluation, and CreditMetrics CreditVaR lab
- Oldrich Vasicek (1987, 2002) Asymptotic Single Risk Factor (ASRF) Credit Portfolio Model, Gaussian latent factor returns ($X_i = \sqrt{\rho}Y + \sqrt{1-\rho}Z_i$), loss distribution CDF ($F(x)$), 99.9% Value at Risk ($\text{VaR}_{0.999}$), Expected Shortfall (CVaR), Basel II/III IRB regulatory capital requirement ($K$), RWA, maturity adjustments ($\text{MA}$), and Gordy (2003) granularity adjustments lab
- David X. Li (2000) Gaussian Copula & Synthetic CDO Tranche Pricing, one-factor latent asset returns ($X_i = \sqrt{\rho}M + \sqrt{1-\rho}Z_i$), Large Homogeneous Portfolio (LHP) conditional default probabilities ($p(t|m)$), protection and premium legs, equity upfront fees, mezzanine/senior breakeven par spreads, compound correlation smiles, and Base Correlation mapping lab
- CreditMetrics (1997, J.P. Morgan) Multi-Obligor Portfolio CreditVaR, S&P 8-state rating transition thresholds ($Z_{i, s} = \Phi^{-1}(\sum P_{i, m})$), correlated Gaussian latent asset returns via Cholesky decomposition ($\mathbf{Z} = \mathbf{L}\boldsymbol{\epsilon}$), forward credit yield curve revaluation, default recovery valuation, analytical portfolio credit volatility ($\sigma_{\text{port}}$), 99% CreditVaR, Expected Shortfall (CVaR), and marginal component risk contribution decomposition lab
- CreditRisk+ (1997, CSFP) Actuarial Credit Portfolio Risk, integer unit exposure bands ($\nu_i = \text{round}(E_i/L_0)$), Poisson point processes, Gamma-distributed systematic factor clustering ($S \sim \text{Gamma}(\alpha, \beta)$), Negative Binomial default counts, probability generating functions ($G_L(z)$), Panjer recursion / FFT inversion, exact analytical portfolio loss distributions, 99% CreditVaR, Expected Shortfall (CVaR), and sector risk contributions lab
- KMV (1993, Moody's Analytics) Structural Credit Risk & PortfolioManager, Black-Scholes-Merton asset inversion ($V_A, \sigma_A$), empirical default point ($D = \text{STD} + 0.5\text{LTD}$), Distance to Default ($DD$), empirical Expected Default Frequency (EDF™) mapping vs Normal $\Phi(-DD)$ fat-tail divergence, multi-obligor correlated asset return Monte Carlo simulation, CreditVaR, and Component Unexpected Loss (CUL) lab
- CreditPortfolioView (1997, McKinsey / Thomas C. Wilson) Macroeconomic Credit Risk & Multi-Period Stress Testing, multi-factor econometric logit index ($Y_{j, t} = \beta_{j, 0} + \sum \beta_{j, k} X_{k, t}$), conditional default probability ($P_{j, t} = \frac{1}{1 + \exp(-Y_{j, t})}$), credit cycle index ($r_{j, t} = P_{j, t}/\bar{P}_j$), macroeconomic-conditioned rating migration matrices ($M_t = [P_{ik}(t)]$), CCAR/DFAST stress scenario simulation, and multi-obligor CreditVaR lab
- Heath-Jarrow-Morton (HJM 1992) Forward Rate Framework & Term Structure Dynamics, instantaneous forward rate SDEs ($df(t, T) = \alpha(t, T) dt + \sum \sigma_i(t, T) dW_i(t)$), no-arbitrage drift condition ($\alpha(t, T) = \sum \sigma_i(t, T) \int_t^T \sigma_i(t, u) du$), multi-factor volatility decomposition, money market numeraire accumulation ($B(t)$), zero-coupon bond martingale tests ($\mathbb{E}^{\mathbb{Q}}[P(t, T)/B(t)] = P(0, T)$), and European bond option / swaption valuation lab
- Black-Karasinski (BK 1991) Lognormal Short-Rate Model & Trinomial Lattice, lognormal diffusion ($d \ln r = [\theta(t) - a \ln r]dt + \sigma dW$), non-negative interest rate guarantee ($r(t) > 0$), recombining trinomial tree construction, Arrow-Debreu state price forward induction calibration ($\sum Q_{i, j} e^{-r_{i, j} \Delta t} = P(0, t_{i+1})$), callable and puttable corporate bond pricing, embedded option decomposition, and negative convexity lab
- Two-Factor Hull-White (G2++) Gaussian Model, additive two-factor short rate ($r(t) = x(t) + y(t) + \varphi(t)$), exact term structure calibration ($\varphi(t)$), analytical zero-coupon bond pricing ($P(t, T, x, y)$), forward rate de-correlation ($\text{Corr}(df(t, T_1), df(t, T_2)) < 1$), yield curve twist/slope dynamics, and European swaption valuation via Brigo-Mercurio 1D numerical quadrature lab
- CIR++ (Extended Cox-Ingersoll-Ross) Model, square-root diffusion ($dx = k(\theta - x)dt + \sigma \sqrt{x}dW$), exact market yield curve calibration via deterministic shift ($\varphi(t) = f^M(0, t) - f^{\text{CIR}}(0, t)$), Feller non-negativity condition ($2k\theta \ge \sigma^2$), analytical European bond options via non-central chi-square CDFs, and closed-form European swaption valuation via Jamshidian decomposition lab
- Cheyette (1992) Markovian HJM Model, separable exponential volatility reduction ($\sigma(t, T) = \sigma(t)e^{-\kappa(T-t)}$), 2D Markovian state space ($dx = (y - \kappa x)dt + \sigma dW, dy = (\sigma^2 - 2\kappa y)dt$), exact zero-coupon bond pricing ($P(t, T)$), forward curve convexity adjustment, Jamshidian (1989) closed-form European swaption decomposition, and Monte Carlo martingale validation lab
- Multi-Curve Interest Rate Framework & Tenor Basis Swaps, post-2008 CSA collateralized discounting ($P^D(0, T)$ via OIS/SOFR/€STR), distinct forward rate projection curves ($F_{3M}, F_{6M}$), dual-curve bootstrapping, closed-form breakeven tenor basis spreads ($s_{3M/6M}$), and single-curve pricing divergence lab
- Cross-Currency Basis Swap (XCS) & CIP Parity Breakdown, Vladimir Piterbarg (2006, 2010) foreign collateral discounting theorem ($P_f^{\$}(0, T) = (S_0 / F(0, T)) P_{\$}(0, T)$), structural USD funding premia, closed-form breakeven basis spread ($s_{\text{XCS}}$), and Mark-to-Market (MtM Resettable) vs Constant Notional swap risk lab
- Mortgage-Backed Securities (MBS) Prepayment Modeling & Negative Convexity, Richard & Roll (1989) structural 4-factor prepayment model (Refinancing S-Curve, Seasoning, Seasonality, Burnout), PSA benchmark curves, SMM/CPR conversions, downward concavity, effective duration, and Option-Adjusted Spread (OAS) decomposition lab
- Collateralized Mortgage Obligation (CMO) Tranche Waterfall & Structuring, sequential pay tranches (A, B, C), Planned Amortization Class (PAC) collar bands ($\min(\text{PSA}_{\text{lower}}, \text{PSA}_{\text{upper}})$), companion/support tranche volatility absorption, Z-tranche accrual interest capitalization, and Stripped MBS (IO vs PO) negative duration divergence lab
- Collateralized Loan Obligation (CLO) Tranche Waterfall & Coverage Tests, leveraged loan collateral dynamics, 6-tranche capital structure (AAA to Equity), Overcollateralization (OC) and Interest Coverage (IC) compliance tests, automatic cash diversion / deleveraging triggers, Reinvestment vs Amortization period management, and equity excess spread IRR lab
- Credit Card Asset-Backed Securities (ABS) Master Trust & Excess Spread, revolving master trust cash flows, gross portfolio yield (APR + interchange), monthly excess spread waterfall ($\text{Yield} - (\text{Coupon} + \text{Servicing} + \text{Charge-offs})$), 3-month rolling average covenant, automatic Early Amortization (Payout Event) tripwires ($\le 0.00\%$), Monthly Payment Rate (MPR) principal paydown velocity, Seller's Interest dilution buffering, and Class A/B/C deleveraging lab
- Commercial Mortgage-Backed Securities (CMBS) Conduit & Defeasance, multi-property CRE collateral pools, Debt Yield ($\text{NOI} / \text{Loan}$) vs DSCR underwriting, Defeasance vs Yield Maintenance prepayment friction, Appraisal Reduction Amounts ($\text{ARA}$) and interest shortfall penetration, balloon refinancing shocks, and sequential tranche deleveraging lab
- Auto Loan Asset-Backed Securities (ABS) & Cumulative Net Loss (CNL), retail auto installment contract pools, Absolute Prepayment Speed ($\text{ABS} = \text{SMM} / [1 + \text{SMM}(m-1)]$), empirical loss timing curves (depreciation hump at M12-M24), vehicle repossession and wholesale auction recovery, Overcollateralization target and Turbo Amortization paydown, Reserve Account replenishment, and rating agency loss coverage multiples lab
- Equipment Lease Asset-Backed Securities (ABS) & Residual Value Risk, commercial equipment lease pools, Fair Market Value (FMV) vs $1 Buyout Capital leases, Discounted Residual Value (DRV) formula, rating agency stress haircuts ($H_{\text{residual}} \in [20\%, 50\%]$), turn-back adverse selection, remarketing lag, reserve fund liquidity, and Turbo Amortization cash trapping lab
- Whole Business Securitization (WBS) & Franchise Royalty Waterfalls, brand IP ring-fencing, master issuer SPV structure, system-wide sales and royalty collections, Cash Flow Available for Debt Service (CFADS), multi-tier DSCR covenants (1.75x 50% Cash Trap, 1.50x 100% Cash Trap, 1.20x Rapid Amortization sweep, 1.10x Manager Termination Default), and Anticipated Repayment Date (ARD) step-up penalty interest lab
- Student Loan Asset-Backed Securities (SLABS) & Parity Waterfall, Federal FFELP (97% statutory guarantee) vs Private credit pools, Special Allowance Payments (SAP) yield subsidies, borrower status migration (In-School / Grace, Deferment / Forbearance, Active Repayment), capitalized interest accumulation ($B_t \leftarrow B_{t-1} + \text{CapInt}$), bell-shaped Cohort Default Rate (CDR) timing curves, Asset-to-Debt Parity Ratios (Total Parity vs Senior Parity), and contractual Turbo Amortization cash sweeps (triggered below 105.0% target) lab
- Catastrophe Bond (Cat Bond) & Insurance-Linked Securities (ILS) Pricing, collateralized SPV trust structure, Treasury Bill / SOFR collateral returns, extreme value Poisson-Pareto exceedance probability (EP) curves, attachment point ($A$) and exhaustion point ($E$) layer tranches, indemnity vs parametric trigger mechanisms, analytical Expected Loss ($\text{EL}$) integration, pricing multiple spreads ($M = \text{Spread}/\text{EL}$), and loss creep extension risk lab
- Solar Asset-Backed Securities (Solar ABS) & Renewable Energy Loans, distributed residential solar loan / PPA collateral pools, annual photovoltaic (PV) panel degradation curves ($E(t) = E_0(1-\delta)^t$), inverter replacement capex reserve sinking funds, utility retail electric inflation grid parity spreads, Class A senior and Class B subordinated debt waterfalls, and Debt Service Coverage Ratio (DSCR) turbo amortization cash sweeps lab
- Aircraft Lease Asset-Backed Securities (ABS) & Enhanced Equipment Trust Certificates (EETC), commercial aircraft operating lease portfolios, half-life vs full-life maintenance appraisals, turbofan engine shop visit (ESV) sinking funds, US Bankruptcy Code Section 1110 60-day election protections, remarketing transition downtime, Class A & B debt waterfalls, and Loan-to-Value (LTV) turbo cash sweep covenants lab
- Data Center Asset-Backed Securities (ABS) & Digital Infrastructure Structuring, critical IT Megawatt (MW) capacity contracts, Power Usage Effectiveness (PUE) energy efficiency, wholesale power Triple-Net (NNN) utility pass-throughs, high-density generative AI liquid cooling retrofits, Debt Yield ($\text{NOI} / \text{Debt}$) underwriting, Cash Trap (DSCR < 1.30x) and Rapid Amortization (DSCR < 1.15x) cash sweep waterfalls lab
- Infrastructure Project Finance & Debt Sizing, non-recourse concession modeling, Cash Flow Available for Debt Service (CFADS), closed-form sculptured debt amortization ($D_0 = \sum \frac{\text{CFADS}_t}{\text{DSCR} \times (1+r)^t}$), multi-period coverage metrics (periodic DSCR, Loan Life LLCR, Project Life PLCR), Debt Service Reserve Account (DSRA) liquidity buffers, distribution lock-up tripwires, mandatory cash sweeps, and sponsor Equity IRR lab
- Container Shipping Asset-Backed Securities (ABS) & Marine Asset Securitization, intermodal marine container lease collateral pools, Cost Equivalent Unit (CEU) valuation standards, per diem operating and master lease dynamics, off-hire container depot storage and repositioning costs, shipping line counterparty default stress, straight-line economic depreciation to scrap residual floors, Borrowing Base mechanics, and LTV / DSCR Turbo Amortization cash sweep waterfalls lab
- Cell Tower Asset-Backed Securities (ABS) & Wireless Infrastructure Securitization, macro cellular communications tower portfolios, multi-tenant colocation operating leverage (>90% flow-through margins), Master Lease Agreements (MLAs) with contractual price escalators, long-term ground leases, 5G massive MIMO antenna amendments, carrier consolidation churn, Anticipated Repayment Dates (ARD) with punitive step-up coupons (+450 bps), and Debt Yield / DSCR cash trap and rapid amortization waterfalls lab
- Music Royalty Asset-Backed Securities (ABS) & Catalog Securitization, intellectual property copyright segregation (Master Recording rights vs Musical Composition Publishing rights), Net Publisher's Share (NPS) and Net Artist Share (NAS), streaming mechanical royalties (MLC), Performing Rights Organizations (ASCAP, BMI, SESAC, PRS), synchronization licensing, vintage catalog decay curves (frontline hit decay vs evergreen baseline), Anticipated Repayment Dates (ARD) with punitive step-up coupon penalties (+450 bps), and Debt Service Coverage Ratio (DSCR) / Debt Yield cash trap and turbo amortization cash sweep waterfalls lab
- Fiber Network Asset-Backed Securities (ABS) & Digital Infrastructure Securitization, Fiber-to-the-Home (FTTH) broadband cash flow waterfalls, Homes Passed vs Connected penetration S-curves ($P(t) = P_{\max} - (P_{\max} - P_0) e^{-kt}$), residential broadband ARPU and churn dynamics, dark fiber commercial Indefeasible Rights of Use (IRU), success-based customer connection drop capex, Anticipated Repayment Date (ARD) step-up coupon penalties (+450 bps), and Debt Yield / Debt Service Coverage Ratio (DSCR) cash trap and turbo amortization cash sweep waterfalls lab
- Trade Receivables Asset-Backed Securities (ABS) & Working Capital ABCP Conduits, bankruptcy-remote true sale SPV structures, commercial invoice general ledger aging, cross-aging (10% taint) disqualification, contra-account offsets and single-obligor concentration haircuts, rating agency Four-Pillar Required Reserves (Loss Reserve, Dilution Reserve, Yield Reserve, Servicing Reserve), dynamic Net Borrowing Base formula ($\text{BB} = \text{Eligible Receivables} \times [1 - \text{Total Reserves}]$), revolving reinvestment vs Early Amortization / Wind-Down trigger covenants (DSO spike, default ratio, dilution surge, borrowing base deficit), and 100% senior debt cash sweep waterfalls lab
- Commercial Property Assessed Clean Energy (C-PACE) Financing & Green Building Securitization, super-senior municipal special tax assessment lien priority, statutory non-acceleration default rule ($\text{Accelerated Balance} = \$0$), senior mortgage lender consent underwriting, ASHRAE Level II/III energy audits, discounted present value Savings-to-Investment Ratio ($\text{SIR} \ge 1.05\text{x}$), C-PACE to As-Complete Value ($\le 25\%$), Combined Loan-to-Value ($\le 80\%$), Debt Service Coverage Ratio (DSCR), and Green ABS multi-tranche debt waterfalls (Class A Senior Green Notes, Class B Subordinated Notes, and Debt Service Reserve Funds) lab
- Subscription Credit Facilities & Capital Call Fund Finance, private fund capital commitment pledge structures, LP credit risk tranches (Tier 1 Institutional at 90% advance, Tier 2 High Net Worth at 70%, Tier 3 Unrated at 50%), LP concentration caps (20%), exclusion event haircuts (default, insolvency, sanctions, transfer disputes), dynamic borrowing base formulas ($\text{Borrowing Base} = \sum \text{Eligible LP Commitments} \times \text{Advance Rate}$), facility draw headroom and carry costs (SOFR + margin spread + undrawn commitment fee), annual clean-down covenant compliance, and fund IRR distortion / leverage boost waterfalls lab
- Net Asset Value (NAV) Financing & Private Equity Fund Facilities, portfolio company equity pledge structures, eligible borrowing base sizing ($\text{Borrowing Base} = \min(\text{Facility Limit}, [\text{Stressed NAV} - \text{Concentration Excess}] \times \text{LTV}_{\max})$), single-asset concentration caps (20%), Level 3 unquoted asset haircuts, multi-tier LTV covenants (Closing LTV $\le 20\%$, Cash Sweep LTV trigger $\ge 18\%$, Margin Call Equity Cure trigger $\ge 27.5\%$, and Event of Default $\ge 35\%$), benchmark SOFR base rates, cash interest vs Payment-in-Kind (PIK) compounding margins, portfolio realization cash sweep waterfalls (75% debt amortization / 25% LP distribution), and Distributed to Paid-In capital (DPI) acceleration analytics lab
- Synthetic Risk Transfer (SRT) & Bank Capital Relief, Significant Risk Transfer (CRT) credit protection structures, reference loan portfolio underwriting ($2,500M notional corporate and SME books), multi-tranche credit loss absorption (first-loss retention tranche at 1.0%, sold mezzanine tranche at 1.0%–8.0%, retained senior tranche at 8.0%–100%), Basel III/IV standardized vs internal ratings-based (SEC-IRBA / SEC-ERBA) Risk-Weighted Asset (RWA) density relief, supervisory formula risk weight caps, regulatory capital deduction avoidance, investor SOFR + margin spread gross coupons and net loss-adjusted yields, bank Cost of Capital Relief (ROEC) vs Economic Value Added (EVA), pro-rata vs sequential amortization loss triggers, and Common Equity Tier 1 (CET1) capital releases lab
- Collateralized Fund Obligations (CFO) & Private Equity Securitization, limited partnership (LP) fund interest collateral pools ($600M NAV across 35 private equity, growth, and credit funds), uncalled capital commitment funding mechanics, committed Liquidity Facility drawdowns and reserve sizing ($45M buffer), multi-tier rated debt capital structures (Class A Senior Notes at 40% LTV, Class B Subordinated Mezzanine Notes at 55% LTV, and Residual Equity), benchmark SOFR plus credit margin spreads, Moody's Diversity Score (DS) concentration metrics across vintages and general partners, contractual Loan-to-Value (LTV) covenants (Target LTV $\le 45\%$, Cash Trap Trigger $\ge 52.5\%$, and Event of Default $\ge 65\%$), mandatory 100% turbo amortization cash sweeps freezing equity distributions during market drawdowns, Senior Weighted Average Life (WAL), and Residual Equity Multiple on Invested Capital (MOIC) and Net IRR analytics lab
- Commercial Real Estate (CRE) CLO & Transitional Bridge Loan Securitization, floating-rate transitional mortgage collateral pools ($400M across 28 properties, $535M As-Is at 74.8% LTV, $640M Stabilized at 62.5% LTV, $45M future funding capex facility), multi-tier rated debt capital structures (Class A AAA at 57.5%, Class B AA at 11.3%, Class C A at 8.8%, Class D BBB- at 7.5%, and retained first-loss equity B-piece at 15.0%), benchmark SOFR base rates and floating spreads, Overcollateralization (Senior OC 128.5%, Total OC 114.0%) and Interest Coverage (Senior IC 120.0%) covenant tests, mandatory 100% turbo amortization cash diversion sweeps redirecting excess interest to prepay senior notes, Senior Class A Weighted Average Life (WAL), blended debt cost, and Retained Equity Multiple on Invested Capital (MOIC) and Net IRR analytics lab
- Direct Lending & Unitranche Debt Structuring, middle-market private credit facilities ($165M debt on $30M EBITDA across 5.50x total leverage), Agreement Among Lenders (AAL) First-Out / Last-Out (FOLO) tranche bifurcation (First-Out Senior at 2.50x leverage and SOFR + 275 bps; Last-Out Subordinated at 3.00x attachment and SOFR + 650 bps with optional PIK toggle), blended unitranche coupon dynamics, multi-tiered Excess Cash Flow (ECF) sweeps (50% sweep stepping down to 25% and 0% based on net leverage thresholds), Fixed Charge Coverage Ratio ($\text{FCCR} = \frac{\text{EBITDA} - \text{Capex} - \text{Taxes}}{\text{Interest} + \text{Mandatory Principal}}$), total net leverage covenants, First-Out vs Last-Out Weighted Average Life (WAL), and sponsor equity MOIC and Net IRR analytics lab
- Asset-Based Lending (ABL) & Borrowing Base Management, commercial revolving credit facilities ($80M facility cap on $65M A/R and $45M inventory), eligible accounts receivable sizing ($65M gross collateral minus aged 90+ day and foreign ineligibles at 85% advance rate), multi-class inventory appraisal valuation (Finished Goods at 80% NOLV / 70% advance, Raw Materials at 65% NOLV / 70% advance, and Work-in-Progress at 0% advance with $25M sublimit), bank priority reserves (landlord 3-month rent claims and statutory freight/customs liens), net borrowing base calculation ($\text{Net Base} = \min[\text{Facility Cap}, \text{A/R Base} + \text{Inv Base} - \text{Reserves}]$), excess availability tracking, springing cash dominion lockbox activation triggers (10%–15% threshold), springing Fixed Charge Coverage Ratio ($\text{FCCR} = \frac{\text{EBITDA} - \text{Capex} - \text{Cash Taxes}}{\text{Debt Service} + \text{Mandatory Leases}} \ge 1.00\text{x}$) covenants, and 12-month seasonal working capital availability forecasting lab
- Debtor-in-Possession (DIP) Financing & Chapter 11 Recovery Waterfalls, post-petition credit facilities under Bankruptcy Code §364, priming superpriority liens (§364(d)) over existing secured creditors, adequate protection packages (§361 replacement liens, cash interest, and §507(b) superpriority administrative claims), pre-petition debt roll-up mechanics ($25M roll-up converting undercollateralized pre-petition debt into pristine superpriority claims), professional fee carve-outs ($4.5M for debtor/committee counsel and statutory US Trustee fees), 13-week cash flow budget forecasting with cumulative net variance covenants ($\le 12.5\%$ permitted negative variance), and absolute priority emergence recovery waterfalls lab
- Mezzanine Debt & Subordinated Capital Structuring, junior debt attachment in leveraged buyouts ($37.5M mezzanine tranche at 1.50x attachment on $25M EBITDA), cash coupon vs Payment-in-Kind (PIK) interest compounding (11.0% cash + 2.5% PIK margin), upfront Original Issue Discount (OID) arrangement fees (2.5%), equity kicker penny warrants (3.0% fully diluted ownership at exit), call protection prepayment penalties (NC/1 followed by 103/102/101), Intercreditor Standstill Agreements (180-day remedies moratorium and payment blockage), and sponsor equity MOIC and Net IRR enhancement waterfalls lab
- HoldCo PIK Notes & Structural Subordination Structuring, Holding Company (HoldCo) debt vs Operating Company (OpCo) senior debt, structural subordination behind operating company assets and trade liabilities, OpCo Restricted Payments (RP) / dividend blocker covenants (OpCo Net Leverage $\le 3.75\text{x}$ gate), annual free cash flow upstreaming waterfalls, mandatory vs optional PIK toggling (12.0% cash coupon vs 14.0% PIK margin), 5-year discrete deleveraging vs PIK principal accretion ($60M note compounding to $94.2M), exit absolute priority recovery waterfalls, and private equity sponsor equity MOIC and Net IRR leverage enhancement analytics lab
- Annual Recurring Revenue (ARR) Debt & SaaS Growth Credit Structuring, enterprise software venture credit facilities, debt sizing as a multiple of contracted recurring revenue ($25M debt at 1.25x ARR on $20M starting ARR), structural EBITDA Flip conversion milestones (transitioning from pre-profitability interest-only ARR borrowing bases to traditional cash flow leverage covenants at Year 3), maximum Debt-to-ARR step-down covenants ($\le 1.60\text{x}$ ARR ceiling), minimum unencumbered cash liquidity buffers ($4.0M floor), four-pillar lender return packaging (9.50% cash coupon + 2.0% PIK margin + 2.0% upfront OID + 3.0% end-of-term fee + 2.5% equity penny warrants at exit), and founder ownership dilution preservation waterfalls lab
- Second Lien Debt & Intercreditor Remedies Structuring, junior secured credit underwriting in leveraged buyouts ($75M 2nd lien at 1.50x attachment on $50M EBITDA behind 4.0x 1st lien), lien subordination vs debt subordination mechanics, silent second lien intercreditor agreements (ICA), 90–180 day standstill periods barring junior enforcement actions during default, pre-consented Debtor-in-Possession (DIP) financing priming liens (§364(d)), Section 363 bankruptcy collateral sale waivers, Chapter 11 fulcrum security identification, distressed recovery waterfalls across enterprise value multiples, and junior lender gross IRR and MOIC analytics lab
- Preferred Equity & Structured Capital Structuring, hybrid junior capital in private equity buyouts and recapitalizations ($60M preferred equity check behind $150M senior debt on $300M EV), participating vs non-participating preferred equity, cumulative Payment-in-Kind (PIK) dividend compounding (8.0%–14.0%), liquidation preference multipliers (1.0x to 1.5x) and minimum return MOIC hurdles, common equity conversion parity thresholds, participation kickers, mandatory redemption rights at Year 5 with forced-sale drag-along remedies, and exit realization waterfalls across enterprise valuation multiples lab
- Distressed Debt & Loan-to-Own Structuring, secondary market distressed credit trading ($100M face value acquired at 55¢ on the dollar), Bankruptcy Code §1126(c) plan acceptance and voting class dynamics (33.4% negative veto blocking stakes vs 66.7% affirmative cramdown majorities), Chapter 11 reorganization enterprise value waterfalls, fulcrum security debt-for-equity swap conversions, post-petition rights offering backstop commitments (5.0% commitment fee and 25.0% plan discount), 4-year post-emergence operational turnaround schedules with multiple expansion, and distressed investor gross IRR and MOIC analytics lab
- Liability Management Transactions (LMT) & Uptier Priming Structuring, out-of-court restructuring and creditor-on-creditor priming dynamics, Serta Simmons Bedding non-pro-rata uptier exchanges via open-market purchase exceptions ($75M super-senior 1st Out new money + par-for-par 2nd Out roll-up of majority 1st lien debt), J.Crew trademark asset drop-downs via Available Amount and general investment trapdoor baskets to Cayman Unrestricted Subsidiaries, double-dip and pari-plus intercompany co-borrower guarantee structures (At Home and Sabert), minority stub subordination and lien stripping, anti-subordination sacred rights and Serta/J.Crew blocker drafting covenants, and majority vs minority recovery waterfalls lab
- Dividend Recapitalization & Sponsor Liquidity Structuring, private equity capital structure optimization, pre-recap portfolio company deleveraging, incremental senior and subordinated debt capacity sizing ($132M special dividend check on $55M Year 3 EBITDA at 5.25x leverage), Distributed-to-Paid-In (DPI) acceleration, Restricted Payments negative covenants and net leverage carve-out gates (≤ 3.75x), post-recap debt service Fixed Charge Coverage Ratio (FCCR ≥ 1.25x) solvency testing, fraudulent conveyance defenses, and sponsor Net IRR elevation vs MOIC capital multiple trade-offs lab
- Continuation Fund & GP-Led Secondary Structuring, private equity portfolio trophy asset recapitalizations, existing Limited Partner liquidity elections (Day 1 cash-out vs status quo rollover without crystallization), secondary buyer purchase pricing discounts/premiums (90%–105% of NAV), follow-on dry powder equity sizing ($40M growth capital for add-on M&A), 100% GP carried interest rollover and fresh cash co-investment (2.5%), tiered carry ratchet waterfalls (8.0% preferred return hurdle, 10% base carry, 15% Tier 2 ratchet at 1.75x MOIC, and 20% super-carry at 2.25x MOIC), ILPA conflict-of-interest governance, and secondary buyer Net IRR vs rolling LP lifetime MOIC analytics lab
- Private Equity Co-Investment & Fee Break Structuring, direct LP buyout co-investments and sidecar vehicles, gross-to-net fee drag disintermediation, blended management fee and carried interest breaks (“no-fee, no-carry” 0/0 direct SPVs vs 1/10 sidecars), fund concentration limits ($225M total equity check across $135M fund allocation and $90M co-investment), adverse selection risk underwriting, 5-year discrete EBITDA expansion and exit waterfalls, and institutional LP Net IRR alpha generation (+250 to +400 bps) lab
- General Partner (GP) Stakes & Fee-Related Earnings (FRE) Structuring, alternative asset management company valuation, Fee-Related Earnings (FRE) vs Performance-Related Earnings (PRE / Carried Interest) multiples, Sum-of-the-Parts (SOTP) manager enterprise value, primary capital recycling into GP commitment checks across larger successive fund vintages, cash-on-cash dividend yields, and 10-year investor Net IRR and MOIC return waterfalls lab
- Infrastructure Concession & Public-Private Partnership (P3) Structuring, availability payment contracts vs toll traffic demand risk, sculpted senior debt sizing, non-recourse project finance waterfalls, concession tails, lifecycle major maintenance reserve accounts (MMRA), handback compliance, and sponsor equity Net IRR and MOIC analytics lab
- Private Equity LP Secondary Portfolio Pricing & Discount Structuring, reference date NAV roll-forward adjustments ($150M reported NAV adjusted dollar-for-dollar for interim capital calls funded and distributions received), headline purchase discounts (0%–45%), deferred consideration structures (50% upfront, 50% due Month 12) delivering +200 to +600 bps of Net IRR alpha, unfunded capital commitment obligations, J-curve elimination, cash distribution velocity, and secondary buyer Net IRR and MOIC return waterfalls lab
- Renewable Energy Tax Equity & Partnership Flip Structuring, clean energy utility-scale project finance, Section 48 Investment Tax Credit (ITC 30%–50% with domestic content and energy community adders) vs Section 45 Production Tax Credit (PTC $27.50/MWh), 5-year MACRS accelerated depreciation schedule (Section 50(c) 50% basis reduction), Class A Tax Equity after-tax yield flip hurdle solver (6.5%–8.5% IRR target), 99%/1% pre-flip to 5%/95% post-flip allocation shifts, Section 704(b) capital account roll-forwards, Deficit Restoration Obligations (DRO), and Class B Developer Sponsor equity returns lab
- Clean Energy Tax Credit Transferability & IRA Section 6418 Structuring, bilateral cash sales of Section 48 ITC and Section 45 PTC, corporate buyer cash yield economics, annualized IRR optimization via estimated tax offsets, developer net cash realization, broker marketplace fees, Section 6662 excessive transfer defenses, Section 50(a) 5-year recapture insurance underwriting, and hybrid T-flip capital structures lab
- Battery Energy Storage System (BESS) Revenue & Merchant Tolling Structuring, utility-scale storage economics, wholesale energy arbitrage duck curve cycling, ancillary grid services (frequency regulation and spinning reserves), Resource Adequacy capacity contracts vs tolling agreements, calendar and cycling cell degradation physics, mid-life battery augmentation capex, and non-recourse senior debt sizing with target DSCRs lab
- Convertible Bond Arbitrage & Delta Hedging Structuring, hedge fund market-neutral relative value trading, straight investment bond floor discounting with credit spreads, Black-Scholes embedded equity call option delta and gamma calculation, overall bond delta conversion ratio sizing, delta-neutral short stock equity hedging, dynamic gamma scalping P&L volatility spread extraction, net carry financing waterfall (coupon income minus repo borrowing costs, prime broker stock borrow fees, and dividend pass-through payments), required equity margin haircut capital, and strategy ROE lab
- Contingent Convertible (CoCo / AT1) Bond & Bank Capital Structuring, Basel III Additional Tier 1 (AT1) capital adequacy, structural distance-to-trigger Merton asset volatility dynamics, mechanical accounting CET1 ratio breach probabilities (5.125% low-trigger vs 7.00% high-trigger), regulatory Point of Non-Viability (PONV) statutory bail-in hazard rates, Capital Conservation Buffer / Maximum Distributable Amount (MDA) coupon cancellation discretion, loss absorption mechanisms (permanent write-down, temporary write-down, and equity conversion dilution), and non-call extension risk with reset margin yield curves lab
- Spark Spread & Clean Power Plant Dispatch Structuring, wholesale electricity markets merit-order dispatch hierarchy, thermodynamic heat rates (6.4–11.5 MMBtu/MWh), marginal fuel costs, Clean Spark Spread (CSS) under statutory carbon allowance pricing (EU ETS, UK ETS, CCA), turbine cycling start-up costs, Margrabe real options exchange option dispatch flexibility, capacity market payments, and non-recourse project finance senior debt sizing with target DSCRs lab
- 3:2:1 Crack Spread & Oil Refinery Margin Structuring, downstream energy commodity trading, benchmark 3:2:1, 5:3:2, and 2:1:1 crack spreads, crude oil feedstock basis discounts (Maya / WCS), Nelson Complexity Index (NCI) secondary conversion economics (coking, hydrocracking, FCC), finished RBOB gasoline and ULSD diesel yield slates, EPA Renewable Fuel Standard (RFS) Renewable Identification Number (RINs) compliance costs, carbon allowance pricing, and non-recourse project finance senior debt sizing with target DSCRs lab
- Dark Spread & Coal-to-Gas Switching Structuring, wholesale power generation merit-order dispatch hierarchy, thermodynamic coal heat rates (8.4–10.8 MMBtu/MWh), short-run marginal costs (SRMC), Clean Dark Spread (CDS) under statutory carbon allowance pricing (EU ETS, UK ETS), closed-form coal-to-gas switching price solvers ($P^*_{\text{carbon}}$ and $P^*_{\text{gas}}$), annual generation and EBITDA waterfalls, and transition securitization senior debt sizing with target DSCRs lab
- LNG Netback & Cargo Arbitrage Structuring, global LNG commodity trading, US Gulf Coast Henry Hub FOB supply costs (115% HH + liquefaction tolling fees), Delivered Ex-Ship (DES) pricing (Dutch TTF vs Platts JKM), shipping charter day rates, fuel bunker consumption, Panama Canal tolls vs Cape of Good Hope diversion routing, Boil-Off Gas (BOG) cargo shrinkage, cross-basin arbitrage spreads, and export terminal project finance senior debt sizing with target DSCRs lab
- Green Hydrogen Levelized Cost of Hydrogen (LCOH) & Electrolyzer Economics Structuring, Proton Exchange Membrane (PEM) vs Alkaline (AEL) vs Solid Oxide (SOEC) electrolyzer architectures, installed capex ($/kW), specific power consumption (kWh/kg H2), stack degradation and periodic overhaul replacement schedules, renewable electricity PPA supply tariffs, demineralized water feedstock, downstream gas compression and storage tariffs, IRA Section 45V Clean Hydrogen Production Tax Credit three-pillar compliance (additionality, deliverability, hourly temporal matching), and project finance senior debt sizing with target DSCRs lab
- Carbon Capture, Utilization & Storage (CCUS) & Section 45Q Structuring, point-source industrial capture (cement, chemical, bio-ethanol, gas power) vs Direct Air Capture (DAC), capture capex ($/t capacity), parasitic thermal and electrical energy penalties (MWh/t CO2), supercritical dense-phase compression (110–150 bar), pipeline transport tariffs ($/t-mile), EPA Class VI geologic saline aquifer injection, Monitoring, Reporting and Verification (MRV), post-injection site care (PISC) liability trust funds, IRA Section 45Q tax credits ($85/t industrial, $180/t DAC), Section 6418 bilateral transfer discounts, and project finance senior debt sizing with target DSCRs lab
- Sustainable Aviation Fuel (SAF) Production & Airline Green Premium Structuring, drop-in synthetic paraffinic kerosene, Hydroprocessed Esters and Fatty Acids (HEFA) vs Alcohol-to-Jet (ATJ) vs Power-to-Liquid (PtL / e-SAF) synthetic pathways, installed refinery capex ($/annual gal), clean hydrogen hydrotreating consumption (kg H2/gal), feedstock cost dominance (used cooking oil, tallow, ethanol, green power), co-product sales credits (renewable diesel and bio-naphtha), IRA Section 45Z Clean Fuel Production Credit up to $1.75/gal, EPA RFS Biomass-Based Diesel D4 RINs (1.6x equivalence value), California LCFS credits, EU ReFuelEU Aviation binding blending mandates (2% in 2025 to 70% in 2050) and shortfall penalties (~€3.00/kg), airline passenger ticket fare surcharges, and non-recourse project finance senior debt sizing with target DSCRs lab
- Renewable Natural Gas (RNG) & Anaerobic Digestion Project Finance Structuring, dairy manure cluster digesters, landfill gas (LFG) processing, food waste co-digestion, wastewater treatment (WWTP) biomethane, gas upgrading (PSA vs membrane separation), negative Carbon Intensity (-250 gCO2e/MJ avoided fugitive methane), EPA RFS D3 Cellulosic Biofuel RINs (11.727 RINs/MMBtu), California LCFS credits, physical brown gas indexing, host farmer royalties (8%–15%), pipeline interconnection tariffs, and non-recourse senior project debt sizing with target DSCRs lab
- Clean Ammonia & Marine Decarbonization Project Finance Structuring, green electrolytic ammonia (PEM/Alkaline H2 + ASU + Haber-Bosch) vs blue autothermal reforming (ATR + 95% CCUS), stoichiometric hydrogen mass balancing (0.185 t H2/t NH3), levelized cost of ammonia (LCOA $/t), cryogenic storage (-33°C) and jetty export tariffs, US IRA Section 45V Clean Hydrogen PTC ($3.00/kg H2) and Section 45Q CCS credits ($85/t CO2), EU Carbon Border Adjustment Mechanism (CBAM) tariff equalization, FuelEU Maritime green bunkering premiums, and non-recourse senior project debt sizing with target DSCRs lab
- Virtual Power Plant (VPP) & Distributed Energy Resource (DER) Aggregation Structuring, FERC Order 2222 wholesale market participation (PJM, CAISO, NYISO, ISO-NE, ERCOT), behind-the-meter residential solar + storage fleets vs commercial & industrial demand response (C&I DR) vs smart EV charging (V2G), capacity market availability retainers ($/kW-month), real-time locational marginal price (LMP) energy arbitrage, fast frequency regulation and spinning reserves, local utility distribution substation upgrade deferral tariffs, battery round-trip efficiency (RTE) and cell throughput degradation hurdle costs ($0.03–$0.06/kWh), customer revenue sharing and annual fleet churn replacement (CAC), and aggregator enterprise valuation multiples lab
- Utility Solar Power Purchase Agreement (PPA) & Debt Sculpting Structuring, single-axis tracker vs fixed-tilt solar PV generation, P50 vs P75 vs P90 probabilistic resource exceedance underwriting, DC/AC Inverter Loading Ratio (ILR 1.25x–1.40x) overbuild clipping economics, annual crystalline silicon module degradation (~0.5%/yr), utility busbar PPAs vs corporate virtual PPAs (VPPA CfD) with annual price escalators, Cash Flow Available for Debt Service (CFADS), sculpted non-recourse senior debt sizing with target DSCRs (1.20x–1.30x), debt repayment tails (2–3 years), IRA Section 48 ITC monetization (30%–50% tax equity / Section 6418 transfer proceeds), and sponsor equity IRR and MOIC return waterfalls lab
- Wind Farm Project Finance & Production Tax Credit (PTC) Structuring, turbine fleet sizing, Weibull wind resource physics, wake and array aerodynamic loss deratings, P50 vs P75 vs P90 probabilistic generation exceedance, IRA Section 45 PTC inflation-indexed monetization ($27.50–$33.00/MWh) via Section 6418 bilateral cash transfer, busbar vs synthetic corporate PPAs with nodal-to-hub basis drag, OEM turbine Full Service Agreement (FSA) warranties, landowner royalties and major overhaul sinking funds, non-recourse senior debt sculpting with target DSCRs (1.25x–1.35x), debt repayment tails, and sponsor equity IRR and MOIC return waterfalls lab
- Geothermal Energy Project Finance & Exploration Risk Structuring, binary Organic Rankine Cycle (ORC) vs flash steam thermodynamics, deep production and injection wellfield drilling risk ($5M–$9M/well), exploration dry-hole success rates (50%–80%), reservoir thermal and pressure drawdown decline (%/yr), periodic make-up well drilling sinking funds, 24/7 firm clean power PPA pricing ($75–$115/MWh) with Community Choice Aggregators (CCAs), Resource Adequacy (RA) capacity retainers, direct lithium extraction (DLE) mineral co-products, IRA Section 48 ITC (30%–50%) vs Section 45 PTC monetization, non-recourse senior debt sculpting with target DSCRs (1.30x–1.40x), debt repayment tails, and sponsor equity levered IRR and MOIC return waterfalls lab
- Hyperscale Data Center Power & Behind-the-Meter (BTM) Microgrid Project Finance Structuring, IT critical compute load (50–250 MW), Power Usage Effectiveness (PUE 1.15–1.35) thermodynamics, natural gas reciprocating internal combustion engine (RICE) and aeroderivative turbine fleet sizing, Heat Rate conversion (8,000–9,600 Btu/kWh), Battery Energy Storage System (BESS) 2-to-4-hour peak shaving and UPS ride-through integration, take-or-pay Energy Service Agreement (ESA) capacity availability retainers ($/kW-month) and fuel pass-through mechanics, Major Maintenance Reserve Account (MMRA) engine overhaul sinking funds, non-recourse senior debt service sculpting (1.25x–1.35x DSCR), avoided 4-to-7-year utility grid interconnection queue delay value ($1.2M+/MW-yr), and sponsor equity levered IRR and MOIC return waterfalls lab
- Offshore Wind Farm Project Finance & OREC De-Risking Structuring, multi-gigawatt turbine fleet sizing (12–18 MW giant turbines), fixed-bottom monopile (20–45m) and lattice jacket (35–65m) vs deepwater floating semi-submersible (60–120m) substructure thermodynamics, ocean bathymetry and seabed geotechnics, subsea HVAC vs offshore HVDC converter platform export transmission systems, Wind Turbine Installation Vessel (WTIV) and Service Operation Vessel (SOV) marine charter logistics ($250k–$400k/day), P50 vs P90 metocean weather downtime risk buffers, Offshore Renewable Energy Credit (OREC) and Contract for Difference (CfD) strike price indexation, Export Credit Agency (ECA) multi-tranche syndicated debt guarantees (Euler Hermes, JBIC, EKF, UKEF), non-recourse senior debt sculpting (1.25x–1.35x DSCR) with 2-to-3-year debt tails, and sponsor equity levered IRR and MOIC return waterfalls lab
- Barrier option pricing (Up/Down & In/Out), barrier pin risk, discontinuous Greeks, hitting probability, and in-out parity lab
- Black-76 (1976) options on futures, commodity options, interest rate caplets, swaption valuation, and forward Greeks lab
- Bjerksund-Stensland (1993) American option pricing, closed-form flat boundary approximation, early exercise premiums, and Greeks lab
- Barone-Adesi & Whaley (1987) American option pricing, critical early-exercise boundary, quadratic approximation, and early exercise premium lab
- Garman-Kohlhagen (1983) FX option pricing, covered interest parity, dual interest rate Greeks, and forward delta surfaces lab
- Merton (1976) jump-diffusion option pricing, compound Poisson jumps, lognormal jump sizes, and volatility smile lab
- SABR stochastic volatility model, Hagan asymptotic Black implied volatility smile formula, backbone dynamics, and CEV elasticity lab
- Heston (1993) stochastic volatility model, Fourier inversion pricing, Black-Scholes implied volatility smile/skew, and CIR variance dynamics lab
- Black-Derman-Toy (BDT 1990) lognormal short-rate binomial lattice, term structure calibration, callable bond pricing, and negative convexity lab
- Hull-White (1990) one-factor short-rate model, exact initial term structure calibration, zero-coupon bond options, caplet pricing, and trinomial tree lab
- Cox-Ingersoll-Ross model (CIR 1985), square-root diffusion, Feller condition non-negativity, analytical zero-coupon pricing, and term structure lab
- Vasicek short-rate model (1977), Ornstein-Uhlenbeck stochastic diffusion, analytical zero bond pricing, term structure of yields, and convexity drag lab
- Ohlson Clean Surplus Model (1995), Linear Information Dynamics (LID), abnormal earnings persistence, other information, and book value convergence lab
- Bond Portfolio Immunization, classical Redington conditions, duration matching, convexity surplus, and Fong-Vasicek M² dispersion lab
- Walter's Model of dividend policy, optimal payout optimization, internal return vs. cost of capital, and reinvestment value lab
- Cox-Ross-Rubinstein binomial option pricing, recombining lattice, backward induction, American early exercise premium, and delta hedge lab
- Treynor-Black model, active security analysis, appraisal ratio weighting, beta-adjusted active allocation, and Sharpe expansion lab
- Modified Jones Model, total accruals, non-discretionary decomposition, revenue manipulation detection, and discretionary accruals lab
- Black-Litterman portfolio optimization, reverse optimization equilibrium returns, Bayesian view updating, and active tilt lab
- Debt capacity, maximum leverage sizing, multi-covenant bottlenecks, and borrowing headroom lab
- Fama-French 3-factor and 5-factor model, SMB size, HML value, RMW profitability, CMA investment, and multi-factor alpha lab
- Merton structural credit model (1974), Distance to Default (DD), Expected Default Frequency (EDF), and implied credit spread lab
- Ohlson O-Score, 9-factor logit econometric bankruptcy model, 2-year default probability, leverage pressure, and credit distress lab
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- Introduction to business system simulation lesson
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