Comput Methods Programs Biomed - The Survival Kit: software to analyze survival data including possibly correlated random effects.

Tópicos

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Resumo

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.

Resumo Limpo

surviv kit fortran softwar intend surviv analysi use proport hazard model extens frailti model singl respons time hazard function describ product baselin hazard function posit exponenti function possibl timedepend fix random covari stratifi cox group data weibul model can use random effect can either loggamma normal distribut can account pedigre structur varianc paramet estim bayesian context possibl account correl natur two random effect either specifi known correl coeffici estim data r interfac surviv kit provid user friend way run softwar

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