방법 비교

	Crank-Nicolson 가격 결정	국소 변동성 (듀피어)	SABR 모형
분야	금융공학	금융공학	금융공학
계열	Machine learning	Regression model	Regression model
기원 연도	1947	1994	2002
창시자	John Crank and Phyllis Nicolson	Bruno Dupire	Patrick S. Hagan
유형	PDE Solver	Equity/FX Model	Interest Rate Model
원전	Crank, J., & Nicolson, P. (1947). A practical method for numerical evaluation of solutions of partial differential equations of the heat-conduction type. Mathematical Proceedings of the Cambridge Philosophical Society, 43(1), 50-67.	Dupire, B. (1994). Pricing with a smile. Risk Magazine, 7(1), 18-20.	Hagan, P. S., Kumar, D., Lesniewski, A. S., & Woodward, D. E. (2002). Managing smile risk. Wilmott Magazine, 1, 84-108.
별칭	CN Method, Implicit Finite Difference	Deterministic Volatility Function, DVF	Stochastic Volatility Model
관련	3	4	4
요약	The Crank-Nicolson method is a widely-used implicit finite difference scheme for solving PDEs in option pricing. It provides second-order accuracy in both space and time, unconditional stability, and can efficiently price derivatives with early exercise features (American options) or complex boundary conditions.	Dupire's local volatility model (1994) is a deterministic framework that extracts a term and strike-dependent volatility function from market option prices. Unlike constant volatility, local volatility perfectly fits the observed implied volatility smile and is implemented via finite difference methods for European and American option pricing.	The SABR (Stochastic Alpha-Beta-Rho) model is a stochastic volatility framework introduced by Hagan et al. in 2002 for valuing interest rate derivatives. It captures the smile effect in implied volatility through correlated Brownian motions and has become industry standard for swaption and caplet pricing.