【统计学短期课程】THE BOOTSTRAP

2013-04-29

数学科学学院

统计学短期课程

人:邵军 博士,美国威斯康辛大学教授、
                    
国家“千人计划”教授

课程题目:THE BOOTSTRAP

时间地点:201357日下午2:30-5:00,第一报告厅
5
8日上午8:30-11:00,第二报告厅
5
8日下午2:30-5:00,第一报告厅

    要:  The bootstrap is a modern tool for statistical inference, prediction, assessing statistical errors, and improving statistical accuracy. It intends to replace complicated and messy theoretical derivations by repeated computations of statistics based on the observed data, and has become popular because of the fast development of the computers since middle of 90’s. This short course will introduce the basic ideas and motivations of the bootstrap, and present some basic theory. Issues related to applications such as stratified data, dependent data, missing data and imputation are discussed. The course also introduces some newly developed techniques such as bagging and bumping for improved inference in complex problems.

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南开大学数学科学学院

2013428

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