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Grid methods for pricing equations

Question

Describe the finite-difference method as used in derivative pricing.

Short answer

It solves the pricing PDE numerically by replacing derivatives with differences on a grid of asset price and time. Starting from the payoff at expiry, the scheme marches backward to today, applying boundary conditions at extreme prices. Explicit, implicit and Crank-Nicolson schemes trade simplicity against stability and accuracy. It handles early exercise and barriers naturally and gives greeks from the grid, but becomes expensive beyond about three state variables.

Adapted from Wilmott, Frequently Asked Questions in Quantitative Finance, FAQ 30, p.136; question and answer rewritten by SelfMadeQuant.com.

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