Title of article
An overview of semiparametric models in survival analysis
Author/Authors
Guo، نويسنده , , Shaojun and Zeng، نويسنده , , Donglin، نويسنده ,
Issue Information
روزنامه با شماره پیاپی سال 2014
Pages
16
From page
1
To page
16
Abstract
We provide an overview of semiparametric models commonly used in survival analysis, including proportional hazards model, proportional odds models and linear transformation models. The applications of these models to different types of censored data, either univariate or multivariate survival analysis, are given. For each case, inference procedures using censored observations are discussed.
Keywords
Partial likelihood , proportional odds model , Transformation model , Right censoring , Nonparametric maximum likelihood , Counting process , Empirical process , proportional hazards model , Frailty Model , Interval censoring
Journal title
Journal of Statistical Planning and Inference
Serial Year
2014
Journal title
Journal of Statistical Planning and Inference
Record number
2222662
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