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:: Volume 21, Issue 1 (9-2016) ::
Andishe 2016, 21(1): 57-64 Back to browse issues page
Cox and Frailty Models for Analysis of Esophageal Cancer Data‎
Ameneh Abyar , Mohsen Mohammadzadeh * , Kiomars Motarjem
Department of Statistics< Tarbiat Modares University
Abstract:   (4190 Views)

‎By existing censor and skewness in survival data‎, ‎some models such as weibull are used to analyzing survival data‎.

‎In addition, parametric and semiparametric models can be obtained from baseline hazard function of Cox model to fit to survival data‎. ‎However these models are popular because of their simple usage but do not consider unknown risk factors‎, ‎that's why cannot introduce the best fit to the data necessarily‎.

‎In this paper by considering multiple random effects in Cox model‎, ‎frailty models are introduced‎. ‎Then using presented models‎, ‎esophageal cancer data in Golestan were modeled and fitted models were evaluated and compared based on generalized coefficient of determination criterion‎.

Keywords: ‎Survival data‎, ‎Cox proportional hazards model‎, ‎Frailty model‎, ‎Generalized coefficient of determination criterion‎.
Full-Text [PDF 155 kb]   (2412 Downloads)    
Type of Study: Research | Subject: Special
Received: 2015/01/10 | Accepted: 2016/10/29 | Published: 2016/10/29
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Abyar A, Mohammadzadeh M, Motarjem K. Cox and Frailty Models for Analysis of Esophageal Cancer Data‎. Andishe 2016; 21 (1) :57-64
URL: http://andisheyeamari.irstat.ir/article-1-355-en.html


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Volume 21, Issue 1 (9-2016) Back to browse issues page
مجله اندیشه آماری Andishe _ye Amari
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