lifelines
latest

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 for lifelines
    • Univariate Models
    • Regression Models
    • utils
    • statistics
    • plotting
    • datasets

About lifelines

  • Changelog
  • 0.22.1
  • Citing lifelines

Questions? Suggestions?

  • Gitter channel
  • Create a GitHub issue
  • Development blog
lifelines
  • Docs »
  • API for lifelines
  • Edit on GitHub

API for lifelinesΒΆ

  • 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
Next Previous

© Copyright 2014-2019, Cam Davidson-Pilon Revision 441ee59d.

Built with Sphinx using a theme provided by Read the Docs.
Read the Docs v: latest
Versions
latest
stable
Downloads
pdf
html
epub
On Read the Docs
Project Home
Builds
Free document hosting provided by Read the Docs.