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:11月25日(周四)16:00-17:00
地点:腾讯会议ID:252 704 960
点击链接入会:https://meeting.tencent.com/dm/hPzdWfDoVnMq
邀请人:王汉超