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seminars:sml:151110 [2015/09/11 19:02] qiaoseminars:sml:151110 [2015/09/11 19:02] (current) qiao
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 +<WRAP centeralign>##Statistical Machine Learning Seminar##\\ Hosted by Department of Mathematical Sciences</WRAP>
 +
 +~~META:title=November 10, 2015~~
 +  * Date: Tuesday, November 10, 2015
 +  * Time: 12:00-1:00
 +  * Room: WH-100E
 +  * Speaker: Junyi Dong (Mathematical Sciences)
 +  * Title: The Family of Distributions With Proportional Hazards
 +
 +<WRAP center box 80%>
 +<WRAP centeralign>**//Abstract//**</WRAP>
 +The proportional hazards (PH) model specifies distributions for regression data. Given a covariate value, the PH model specifies a family of distributions for a random variable, called the PH family. I will talk about the method of generating pseudo random numbers under various special cases when the random variable may take infinity with probability one. I will also talk about the identifiability condition of the parameters in the PH family and the semi-parametric estimation of the parameters under the identifiability condition. 
 +</WRAP>