統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Monday September 25 2006
Tokyo 128
1:00-2:10 pm


Nonparametric testing time-homogeneity for L'evy processes


西山 陽一 / NISHIYAMA, Yoichi
統計数理研究所 / The Institute of Statistical Mathematics

Abstract

First, a review about uniform central limit theorems for martingales is given. The main part of the talk is concerned with a change point problem for L'evy processes. The null hypothesis is that the L'evy process is time-homogeneous, and the alternative is that the L'evy measure changes at a certain time point of the observation period. We propose an empirical process type statistics, and derive its asymptotic behaviour under the null and the alternative hypotheses. The limiting distribution under the null hypothesis is a functional of the standard Brownian motion.




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Seminar on Probability and Statistics