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Modèle de saut-diffusion de Merton×Modèle GARCH (Prévision de la volatilité)×
DomaineFinanceÉconométrie
FamilleRegression modelRegression model
Année d'origine19761986
Auteur d'origineRobert C. MertonTim Bollerslev
TypeContinuous-time asset price model (diffusion plus Poisson jumps)Conditional volatility model
Source fondatriceMerton, R. C. (1976). Option Pricing When Underlying Stock Returns Are Discontinuous. Journal of Financial Economics, 3(1–2), 125–144. DOI ↗Bollerslev, T. (1986). Generalized Autoregressive Conditional Heteroskedasticity. Journal of Econometrics, 31(3), 307–327. DOI ↗
AliasMerton jump-diffusion, jump-diffusion process, Atlama Difüzyon Modeli (Merton Jump-Diffusion)GARCH, GARCH(1,1), conditional volatility model, GARCH Modeli (Oynaklık Tahmini)
Apparentées45
RésuméThe Merton Jump-Diffusion model, introduced by Robert C. Merton in 1976, extends Geometric Brownian Motion by adding sudden price jumps generated by a Poisson process. It captures the volatility smile and the fat-tailed return behaviour that standard Black-Scholes cannot explain, and is widely used in option pricing and risk management.The Generalized Autoregressive Conditional Heteroskedasticity (GARCH) model, introduced by Tim Bollerslev in 1986, models the time-varying conditional variance of a financial time series. It captures volatility clustering and the ARCH effect, and is the standard tool for estimating risk and volatility in return series.
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  1. v1
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  3. PUBLISHED

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ScholarGateComparer des méthodes: Jump-Diffusion Model · GARCH Model. Consulté le 2026-06-15 sur https://scholargate.app/fr/compare