Robust t-Process Functional ANOVA Model-吴耀华 (中国科学技术大学)
发布时间: 2017-11-29 浏览次数: 73

 

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室
举办单位: 理学院、统计科学与大数据研究院、科研部

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