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
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
Journal title :
Journal of Statistical Planning and Inference