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Deviation inequalities and Cramer-type moderate deviations for the explosive autoregressive process

作者:   时间:2021-11-22   点击数:

题目:Deviation inequalities and Cramer-type moderate deviations for the explosive autoregressive process

主讲人:蒋辉

摘要:In this talk, we consider asymptotic properties for the quadratic functionals and associated ordinary least squares (OLS) estimator in the autoregressive process of order 1 with Gaussian noise. Deviation inequalities and Cramer-type moderate deviations are achieved in the explosive and mildly explosive frameworks. The main methods used in this paper consist of the deviation inequalities for multiple Wiener-Ito integrals, as well as the asymptotic analysis techniques. This is a joint work with Yilong WAN and Guangyu YANG.

主讲人简介:蒋辉,南京航空航天大学数学系,教授,博士生导师。主要从事随机分析、大偏差、随机过程的统计推断等研究,在Bernoulli, Stochastic Processes and their Applications, Journal of Applied Probability, Journal of Theoretical Probability等期刊发表多篇学术论文。主持多项国家自然科学基金与中国博士后基金。

时间:1125日(周四)16:00-17:00

地点:腾讯会议ID252 704 960

点击链接入会:https://meeting.tencent.com/dm/hPzdWfDoVnMq

邀请人:王汉超

 

 

 

 

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