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seminars:stat:181129 [2018/11/28 21:03] qyuseminars:stat:181129 [2018/11/28 21:03] (current) qyu
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 +<WRAP centeralign>##Statistics Seminar##\\ Department of Mathematical Sciences</WRAP>
 +
 +<WRAP 70% center>
 +^  **DATE:**|Thursday, November 29, 2018 |
 +^  **TIME:**|1:15pm -- 2:15pm |
 +^  **LOCATION:**|WH 100E |
 +^  **SPEAKER:**|Qiqing Yu, Binghamton  University |
 +^  **TITLE:**|The Proportional Hazards Model with Linearly Time-dependent Covariates and Interval-censored Data  |
 +</WRAP>
 +\\ 
 +
 +<WRAP center box 80%>
 +<WRAP centeralign>**Abstract**</WRAP>
 +The semi-parametric  estimation
 +under  the proportional hazards (PH) model with a linearly time-dependent
 +covariates and with interval-censored data has not been investigated before.
 +The partial likelihood approach does not work and one has to use the
 +generalized likelihood function (GLF).
 +There is a challenge in this problem.
 +The GLF must be  in the form of
 +the baseline hazard function, rather than the baseline survival function
 +as in the PH model with time-independent covariates,
 +and a feasible way to specify the hazard function is a piece-wise constant
 +function. However,
 +several naive ways do not yield a consistent estimator.
 +We propose proper modifications of the GLF.
 +</WRAP>
 +
 +
 +
 +