Statistical Inference on a Black-Scholes Model with Jumps. Application in Hydrology - Archive ouverte HAL
Article Dans Une Revue Journal of Mathematics and Statistics Année : 2019

Statistical Inference on a Black-Scholes Model with Jumps. Application in Hydrology

Résumé

We consider a Stochastic Differential Equation (SDE) driven by a Wiener process and a Poisson measure. This latter measure is associated with a sequence of identically distributed jump amplitudes. Properties of the SDE solution are presented with respect to the associated Wiener and Poisson processes. An algorithm is provided allowing exact numerical simulations of such SDE and implementable within R environment. Statistical inference tools are presented and applied to hydrology data.

Dates et versions

hal-02306481 , version 1 (05-10-2019)

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Jasmine Cesars, Sylvère Paul Nuiro, Jean Vaillant. Statistical Inference on a Black-Scholes Model with Jumps. Application in Hydrology. Journal of Mathematics and Statistics, 2019, ⟨10.3844/jmssp.2019.196.200⟩. ⟨hal-02306481⟩

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