报告人：Wu Yaohua (吴耀华教授，中国科学技术大学)

报告题目：Robust t-process functional ANOVA model

报告摘要：Gaussian process regression model has already been used to fit data widely, and lots of its nice properties have been proved. In this paper, we combine a robust extended t-process with a Gaussian process in ANOVA functional model. Because of the extended t-process model's clear construction, it inherits a lot of pretty properties from the GPR model. In this paper, robust property and information consistency of the Robust t-process functional ANOVA model are discussed. Simulation and real data studies present that the model has a robust fit about data and a good ability to predict it, compared with other functional methods.

报告时间：2017年12月15日（星期五）下午2：45 - 3：30.

报告地点：科技楼南楼715