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Robust t-Process Functional ANOVA Model-吴耀华 (中国科学技术大学)

主  题: Robust t-Process Functional ANOVA Model

内容简介: Gaussian process regression model has already been used to fit data widely, and lots of its nice properties have been proved. In this talk, 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 talk, 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.

报告人: 吴耀华      教授    博导
时  间: 2017-12-04    09:30

地  点: 竞慧东楼302

举办单位: 理学院  统计科学与大数据研究院  科研部

 

 

责任编辑:科研处