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Introduction

The SurvivalModels.jl package, part of the JuliaSurv ecosystem, provides the necessary tools to perform estimation and analysis of survival data. In contains three categories of models: Non-parametric ones, semi-parametric ones, and fully parametric models. It also contains tests of hypothesis and other features:

Features

  • Non-parametric modelling:
    • Kaplan-Meier
    • Log-rank tests, including stratified versions
  • Semi-Parametric modelling:
    • Cox
  • Parametric modelling:
    • General Hazard models

In particular, our Cox implementation is fast, compared to off-the-shelf Julia and R equivalents. Check it out !

If you find the slightest bug or want to discuss addition of other methods, or simply chat, do not hesitate to open an issue on the repository.

Installation

The package is available in Julia's General registry, and thus can be installed through the following command:

] add SurvivalModels

Index