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Quickstart & Intro

  • Quickstart
  • Introduction to survival analysis

Univariate Models

  • Estimating univariate models
  • Piecewise exponential models and creating custom models
  • Time-lagged conversion rates and cure models

Regression Models

  • Survival regression
  • Custom regression models
  • Compatibility with scikit-learn
  • Time varying survival regression
  • Testing the proportional hazard assumptions

Additional documentation

  • More examples and recipes
  • API Reference
    • Univariate Models
    • Regression Models
    • utils
    • statistics
    • plotting
    • datasets

About lifelines

  • Changelog
  • Development blog
  • Citing lifelines

Questions? Suggestions?

  • Gitter channel
  • Create a GitHub issue
lifelines
  • Docs »
  • API Reference
  • Edit on GitHub

API ReferenceΒΆ

  • Univariate Models
    • AalenJohansenFitter
    • BreslowFlemingHarringtonFitter
    • ExponentialFitter
    • KaplanMeierFitter
    • LogLogisticFitter
    • LogNormalFitter
    • NelsonAalenFitter
    • PiecewiseExponentialFitter
    • WeibullFitter
    • GeneralizedGammaFitter
  • Regression Models
    • AalenAdditiveFitter
    • CoxTimeVaryingFitter
    • CoxPHFitter
    • WeibullAFTFitter
    • LogNormalAFTFitter
    • LogLogisticAFTFitter
    • PiecewiseExponentialRegressionFitter
  • utils
  • statistics
  • plotting
  • datasets
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