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Regression Analysis of Longitudinal Data with Informative Observation Times and Application to Medical Cost Data
澳门新葡8455最新网站:2014年03月13日 00:00 点击数:

报告人:孙建国

报告地点:澳门新葡8455最新网站501室

报告澳门新葡8455最新网站:2014年03月14日星期五16:30-17:30

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报告摘要:

The analysis of longitudinal data with informative observation processes has recently attracted a great deal of attention and some methods have been developed.However, most of those methods treat the observation process as a recurrent event process, which assumes that one observation can immediately follow another.For the problem, we present a joint analysis approach for regression analysis of both longitudinal and observation processes and a simulation study is conducted that assesses the finite sample performance of the approach. The asymptotic properties of the proposed estimates are also given and the method is applied to the medical cost data that motivated this study.

主讲人概况:

孙建国,美国密苏里大学统计学系教授。

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