Biomedical Engineering Reference
In-Depth Information
Chapter 6
Analysis of Interval-Censored Data
with Monotone Splines
Lianming Wang, Xiaoyan (Iris) Lin,
Department of Statistics, University of South Carolina, Columbia, South Car-
olina, USA
Bo Cai
Department of Epidemiology and Biostatistics, University of South Carolina,
Columbia, South Carolina, USA
6.1
Introduction :::::::::::::::::::::::::::::::::::::::::::::::::::::: 150
6.2
Monotone Splines :::::::::::::::::::::::::::::::::::::::::::::::: 152
6.3
Proposed Methods ::::::::::::::::::::::::::::::::::::::::::::::: 154
6.3.1
Under the Probit Model ::::::::::::::::::::::::::::::::: 155
6.3.2
Under the PO Model :::::::::::::::::::::::::::::::::::: 156
6.3.3
Under the PH Model :::::::::::::::::::::::::::::::::::: 159
6.4
Illustrative Real-Life Example ::::::::::::::::::::::::::::::::::: 161
6.5
Discussion :::::::::::::::::::::::::::::::::::::::::::::::::::::::: 163
Bibliography :::::::::::::::::::::::::::::::::::::::::::::::::::::: 164
149
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