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DerivativesPortfolio & RiskFixed IncomeCorporate FinanceStochastic ModelsGuide
Guide
Derivatives pricing
01Forwards, calls and puts02Combining positions03Arbitrage and the forward price04Put–call parity05The one-step binomial model06Risk-neutral probabilities07Multi-step trees and backward induction08American options and early exercise09Delta and hedging10Geometric Brownian motion11The Black–Scholes formula12The Greeks: gamma, vega, theta and rho13Implied volatility and the volatility smile14Stochastic volatility and the Heston model15Static replication: Breeden–Litzenberger and Carr–Madan16Exotic options: barriers, Asians and digitals
Portfolio & risk
01Returns and volatility02Diversification and correlation03The efficient frontier and the capital market line04Risk aversion and the optimal complete portfolio05CAPM, beta and the security market line06Performance measures: Sharpe, Treynor, Jensen and information ratio07Factor models and systematic risk08Value at Risk and expected shortfall
Fixed income
01Bond prices and yields02Duration and convexity03Immunization and duration matching04Spot rates, forward rates and the yield curve05Bond futures and the cheapest-to-deliver06Interest rate swaps07Callable bonds and negative convexity08Credit risk: default probabilities and credit spreads
Corporate finance
01Interest, compounding and discounting02Annuities, perpetuities and loan amortization03Net present value and internal rate of return04The weighted average cost of capital05Capital structure and the Modigliani–Miller theorems06Discounted cash flow valuation07Relative valuation with multiples08Real options: the value of flexibility
Stochastic models
01Random walks and Brownian motion02Probability spaces, σ-algebras and random variables03Filtrations, adapted processes and stopping times04Conditional expectation and martingales05Properties of Brownian motion06The reflection principle and first passage times07The Brownian bridge08The Itô integral09Itô's lemma10Kolmogorov equations and the Feynman–Kac formula11Change of measure and Girsanov's theorem12Monte Carlo option pricing13Simulating SDEs: the Euler–Maruyama scheme14Mean reversion: Ornstein–Uhlenbeck and Vasicek15Jumps and the Merton jump-diffusion model
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Guide

Lessons meant to be read in order. Each one only uses what came before it.

Corporate finance

Time value of money, NPV and IRR, WACC, capital structure and DCF valuation.

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0 of 8 read
  1. 01Interest, compounding and discountingSimple, compound and continuous compounding; present value and the discount factor.
  2. 02Annuities, perpetuities and loan amortizationPresent value of level payments, growing perpetuities, loan payments and the amortization schedule.
  3. 03Net present value and internal rate of returnProject cash flows, NPV, the NPV profile, IRR, the profitability index and where the IRR misleads.
  4. 04The weighted average cost of capitalCost of equity, after-tax cost of debt, the interest tax shield and market-value weights.
  5. 05Capital structure and the Modigliani–Miller theoremsMM Propositions I and II without taxes, the tax shield, levered cost of equity and WACC with taxes.
  6. 06Discounted cash flow valuationFree cash flow, enterprise value, the Gordon growth terminal value and equity value.
  7. 07Relative valuation with multiplesP/E, EV/EBITDA and other multiples, choosing peers, and how multiples relate to DCF value.
  8. 08Real options: the value of flexibilityOptions to delay, expand and abandon a project, valued on a binomial tree, and the expanded NPV.

Check yourself

Questions from the lessons of this series. Open a lesson's group whenever you want to test yourself.

Annuities, perpetuities and loan amortization2 questionsRe-read the lesson →
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A stream pays 500 one year from now and then grows by 3% a year forever. At a discount rate of 8%, what is it worth today?

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A loan of 100,000 carries 5% interest a year. Which annual payment can never repay it, however long the term?

Net present value and internal rate of return2 questionsRe-read the lesson →
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A project costs 100 today, pays nothing after one year and pays 121 after two years. What is its IRR?

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Two mutually exclusive projects: A has the higher IRR, B has the higher NPV at the firm's discount rate. Which one should the firm take?

The weighted average cost of capital2 questionsRe-read the lesson →
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The risk-free rate is 2%, the market risk premium 5% and the firm's equity beta 1.2. What cost of equity does the CAPM give?

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Why must the WACC weights use market values rather than balance-sheet (book) values?

Capital structure and the Modigliani–Miller theorems2 questionsRe-read the lesson →
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Without taxes, a firm has rU=12%r_U = 12\%rU​=12% and borrows at rD=6%r_D = 6\%rD​=6% with a debt-to-equity ratio D/E=1D/E = 1D/E=1. What return do its shareholders require?

Check yourself

With taxes, VL=VU+t DV_L = V_U + t\,DVL​=VU​+tD keeps rising with debt. Why do real firms still not borrow almost everything?

Discounted cash flow valuation2 questionsRe-read the lesson →
Check yourself

A firm has EBIT of 100, a tax rate of 20%, depreciation of 30, capital expenditure of 50 and an increase in net working capital of 5. What is its free cash flow?

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A spreadsheet DCF gives an enormous or negative terminal value. The analyst has set the perpetual growth rate ggg equal to or above the WACC. What does this mean?

Relative valuation with multiples2 questionsRe-read the lesson →
Check yourself

Which of these multiples pairs a numerator and a denominator that belong to the same investors?

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Peers trade at 8 times EBITDA. The target has EBITDA of 80 and net debt of 200. What is its implied equity value?

Real options: the value of flexibility2 questionsRe-read the lesson →
Check yourself

A firm holds a three-year licence to build a plant. Waiting costs nothing in forgone cash flows (δ=0\delta = 0δ=0), and today V>IV > IV>I. When should the firm invest?

Check yourself

On a tree with one step per year, σ=25%\sigma = 25\%σ=25%, r=5%r = 5\%r=5% and δ=1%\delta = 1\%δ=1%, what is the risk-neutral probability qqq of an up move?

About this tool

Narrative guides that connect the interactive tools into a story: financial instruments and their payoffs, the no-arbitrage principle, risk-neutral pricing, delta hedging and the road to the Black–Scholes formula. Each guide links to the labs where you can try the ideas yourself.

Frequently asked questions

In what order should I read the guides?

Start with instruments and no-arbitrage, then risk-neutral pricing and delta hedging; together they lead to the Black–Scholes formula.

Who are the guides for?

Students of financial and insurance mathematics and anyone who wants intuition behind derivatives pricing, not just the formulas.