On the Laplace transforms of the first exit times in one-dimensional non-affine jump–diffusion models

Gapeev, Pavel V.ORCID logo; and Stoev, Yavor I. (2017) On the Laplace transforms of the first exit times in one-dimensional non-affine jump–diffusion models Statistics and Probability Letters, 121. pp. 152-162. ISSN 0167-7152
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We compute the Laplace transforms of the first exit times for certain one-dimensional jump–diffusion processes from two-sided intervals. The method of proof is based on the solutions of the associated integro-differential boundary value problems for the corresponding value functions. We consider jump–diffusion processes solving stochastic differential equations driven by Brownian motions and several independent compound Poisson processes with multi-exponential jumps. The results are illustrated on the non-affine pure jump analogues of certain mean-reverting or diverting diffusion processes which represent closed-form solutions of the appropriate stochastic differential equations.


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