Technique reference and sources
Think of the binomial tree as a two-equation system with two unknowns: shares of stock and dollars in cash. By matching the up payoff and down payoff simultaneously, you build a synthetic copy of the option. The price of the option must be the exact cost to build that copy today.
When this method fits
- Pricing options without continuous Black-Scholes mathematics.
- Deriving risk-neutral probabilities from no-arbitrage replication.
- Computing binomial delta hedge ratios across discrete states.
- Interview questions on one-step trees with zero interest rates.
- Determine state prices. Find up stock price Su = u * S0 and down stock price Sd = d * S0.
- Compute terminal payoffs. Calculate Cu = max(0, Su - K) and Cd = max(0, Sd - K).
- Calculate replicating delta. Compute Delta = (Cu - Cd) / (Su - Sd).
- Calculate risk-neutral probability. Under zero rates, q = (S0 - Sd) / (Su - Sd).
- Discount expected payoff. Compute option price = q * Cu + (1 - q) * Cd.
- S0 = 50, Su = 60, Sd = 40: q = (50 - 40) / (60 - 40) = 10 / 20 = 0.50
- S0 = 100, Su = 120, Sd = 80: q = (100 - 80) / (120 - 80) = 20 / 40 = 0.50
- S0 = 50, Su = 60, K = 50: Cu = 10, Cd = 0, Call = 0.50 * 10 = 5.00
- S0 = 100, Su = 125, K = 100: Cu = 25, Cd = 0, Call = 0.50 * 25 = 12.50
Common traps
Using subjective real-world probabilities instead of risk-neutral probability q. Option valuation relies on no-arbitrage replication, not subjective market forecasts. The unique risk-neutral probability q is determined by S0, Su, Sd, and r.
Confusing the numerator and denominator in the delta formula. Delta is change in option price divided by change in stock price: Delta = (Cu - Cd) / (Su - Sd).
Forgetting to discount expected payoff when interest rates are strictly positive. When r > 0, the expected payoff under q must be discounted by dividing by 1 + r.
- Up payoff: Pu = max(0, 70 - 100) = 0.00
- Down payoff: Pd = max(0, 70 - 60) = 10.00
- Risk-neutral probability: q = (80 - 60) / (100 - 60) = 20 / 40 = 0.50
- Fair put price = q * Pu + (1 - q) * Pd = 0.50 * 0.00 + 0.50 * 10.00 = 5.00
- Replicating delta = (Pu - Pd) / (Su - Sd) = (0 - 10) / (100 - 60) = -10 / 40 = -0.25 shares
Source notes
These explanations and questions are written for QuantArc. Links show the underlying mathematics and learning design.
John C. Hull, Options, Futures, and Other Derivatives (11th Edition)
Recommended textbook reference. Publisher overview and table of contents checked for option properties, binomial trees, Black-Scholes-Merton and Greeks; full derivations and exercises have not been audited against these lessons. Lesson examples and exercises are original.
IES: Organizing Instruction and Study to Improve Student Learning
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