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  • 标题:Gamma limits and U -statistics on the Poisson space
  • 本地全文:下载
  • 作者:Giovanni Peccati ; Christoph Thäle
  • 期刊名称:Latin American Journal of Probability and Mathematical Statistics
  • 电子版ISSN:1980-0436
  • 出版年度:2013
  • 卷号:X
  • 页码:525-560
  • 出版社:Instituto Nacional De Matemática Pura E Aplicada
  • 摘要:Using Stein’s method and the Malliavin calculus of variations, we deriveexplicit estimates for the Gamma approximation of functionals of a Poissonmeasure. In particular, conditions are presented under which the distribution ofa sequence of multiple Wiener-Itˆo stochastic integrals with respect to a compensatedPoisson measure converges to a Gamma distribution. As an illustration, wepresent a quantitative version and a non-central extension of a classical theoremby de Jong in the case of degenerate U-statistics of order two. Several multidimensionalextensions, in particular allowing for mixed or hybrid limit theorems, arealso provided.
  • 关键词:Chaos; Contraction; Gamma distribution; De Jong’s theorem; Malli-;avin calculus; Mixed limit theorem; Multiple stochastic integral; Non-central limit theorem; Pois-;son process; Stein’s method; U-statistic
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