統計数学セミナー
Seminar on Probability and Statistics
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Seminar on Probability and Statistics
Sataday August 6 2016
Tokyo 123
10:00-10:50 am


Asymptotic expansion of variations


Nakahiro Yoshida
University of Tokyo, Institute of Statistical Mathematics, and JST CREST

Abstract

We consider limit theorems for variations of high frequency data under the finite time horizon. The error distributions are asymptotically mixed normal. The non-ergodic martingale expansion is applied to the p-variation and the realized volatility with microstructure noise. References Yoshida, N.: Martingale expansion in mixed normal limit. arXiv (2012), Stochastic Processes and their Applications (2013) Yoshida, N.: Asymptotic expansion for the quadratic form of the diffusion process. arXiv (2012) Podolskij, M., Yoshida, N.: Edgeworth expansion for functionals of continuous diffusion processes, to appear in Annals of Applied Probability (2016) Podolskij, M., Veliyev, B., Yoshida, N.: Edgeworth expansion for the pre-averaging estimator. arXiv (2015).




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Seminar on Probability and Statistics