کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6891605 698274 2013 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The Survival Kit: Software to analyze survival data including possibly correlated random effects
ترجمه فارسی عنوان
کیت زنده ماندن: نرم افزار برای تجزیه و تحلیل داده های بقا از جمله اثرات تصادفی احتمالا مرتبط است
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
چکیده انگلیسی
The Survival Kit is a Fortran 90 Software intended for survival analysis using proportional hazards models and their extension to frailty models with a single response time. The hazard function is described as the product of a baseline hazard function and a positive (exponential) function of possibly time-dependent fixed and random covariates. Stratified Cox, grouped data and Weibull models can be used. Random effects can be either log-gamma or normally distributed and can account for a pedigree structure. Variance parameters are estimated in a Bayesian context. It is possible to account for the correlated nature of two random effects either by specifying a known correlation coefficient or estimating it from the data. An R interface of the Survival Kit provides a user friendly way to run the software.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Methods and Programs in Biomedicine - Volume 110, Issue 3, June 2013, Pages 503-510
نویسندگان
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