Quasi-likelihood analysis for the stochastic differential equation with jumps |
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Authors: | T Ogihara N Yoshida |
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Institution: | 1.Mitsubishi UFJ Trust Investment Technology Institute Co., Ltd.,Minato-ku, Tokyo,Japan;2.Graduate School of Mathematical Sciences,University of Tokyo,Meguro-ku, Tokyo,Japan |
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Abstract: | In this paper, we consider a multidimensional diffusion process X with jumps whose jump term is driven by a compound Poisson process, and discuss its parametric estimation. We present asymptotic
normality and convergence of moments of any order for a quasi-maximum likelihood estimator and a Bayes type estimator by assuming
an exponential mixing property of X. To show these properties, we use the polynomial type large deviation theory. |
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Keywords: | |
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