The Survival Kit: software to analyze survival data including possibly correlated random effects

Comput Methods Programs Biomed. 2013 Jun;110(3):503-10. doi: 10.1016/j.cmpb.2013.01.010. Epub 2013 Feb 8.

Abstract

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.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Austria / epidemiology
  • Bayes Theorem
  • Computer Simulation
  • Humans
  • Infant
  • Infant Mortality
  • Infant, Newborn
  • Proportional Hazards Models
  • Software*
  • Survival Analysis*