Frequently Asked Questions
What inputs does Black-Scholes need?
Stock price, strike, time to expiration, risk-free rate, dividend yield, and (most importantly) implied volatility. Volatility is the only input not directly observable; it is what the market is implying about future price swings.
What are Black-Scholes' main assumptions?
Constant volatility, log-normal price distribution, continuous trading, no transaction costs, and that the option is European (exercisable only at expiration). Real markets violate all of these to varying degrees, especially the constant-volatility assumption.
When should I use a binomial model instead?
For American options with early-exercise features (most equity options), dividend-paying stocks where exercise timing matters, or convertible securities. Binomial trees handle path dependence that Black-Scholes cannot.
What is the volatility smile?
In real markets, OTM puts and OTM calls trade with higher implied volatility than ATM options, a "smile" or "smirk." This violates Black-Scholes' constant-volatility assumption and reflects demand for tail-risk hedges, especially since 1987.
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