创源大讲堂学术讲座系列
讲座题目： WHY ARE SEMIPARAMETRIC MODELS USEFUL
报告人：Liang,
Hua教授，美国乔治华盛顿大学
主持人：郑海涛教授
时间： 6月27号，周五，下午：4:00pm-5:00pm；
地点： 犀浦校区二号楼新葡萄8883官网AMG X2511
内容简介：In this talk, I will present several semi-parametric
models including partial linear additive models and generalized partial linear
additive models, which can relax structure assumption for linear or generalized
linear models, and briefly mention the associated methods we have developed. I
will elucidate them by using several real datasets to show why semi-parametric
models are helpful and useful in health science and biomedical research. Examples include a nutritional epidemiology
study for exploring the relationship between
plasma beta-carotene levels and personal characteristics and dietary factors, a
HIV/AIDS study of the relationship between the use of condom and other indexes such as CD4 cell count and
marital status, whether diabetes disease is related to BMI and age. Finally I
will show you how to explore the relationship between cancer and genes when the
number of gene expressions is larger than the number of subjects.
报告人简介：Liang， Hua，博士，美国乔治华盛顿大学统计学教授、博士生导师。现主要从事偏线性统计、变量选择，混合模型，半参数回归，临床试验等方面的研究工作。在国外顶级学术期刊上发表论文二十余篇。主持美国国家自然科学基金、NIH基金项目等项目七项。目前为SCI期刊JASA， Electronic
Journal of Statistics 副主编。Fellow of the American Statistical Association，the
Institute of Mathematical Statistics，the Royal Statistical Society；Elected
member of the International Statistical Institute。
主办：研究生院
承办：新葡萄8883官网AMG
