lifelines
0.30.0

快速入门与介绍

  • 快速入门
  • 生存分析简介

单变量模型

  • 估计单变量模型
  • 分段指数模型和创建自定义模型
  • 离散生存模型
  • 时间滞后的转化率和治愈模型

回归模型

  • 生存回归
  • 自定义回归模型
  • 随时间变化的生存回归
  • 测试比例风险假设
  • 我需要关心比例风险假设吗?

附加文档

  • API参考
    • fitters
      • 单变量模型
        • AalenJohansenFitter
        • BreslowFlemingHarringtonFitter
        • ExponentialFitter
        • GeneralizedGammaFitter
        • KaplanMeierFitter
        • LogLogisticFitter
        • LogNormalFitter
        • MixtureCureFitter
        • NelsonAalenFitter
        • PiecewiseExponentialFitter
        • SplineFitter
        • WeibullFitter
      • 回归模型
        • AalenAdditiveFitter
        • CRCSplineFitter
        • CoxPHFitter
        • CoxTimeVaryingFitter
        • GeneralizedGammaRegressionFitter
        • LogLogisticAFTFitter
        • LogNormalAFTFitter
        • PiecewiseExponentialRegressionFitter
        • WeibullAFTFitter
    • utils
    • statistics
    • plotting
    • datasets
    • calibration
  • 更多示例和配方

关于 lifelines

  • 更新日志
  • Development blog
  • Citing lifelines
  • Support lifelines

有问题吗?有建议吗?

  • Discussion forum
  • Create a GitHub issue

开发者文档

  • 为lifelines做出贡献
  • 开发
lifelines
  • API Reference
  • fitters
  • View page source

拟合器¶

单变量模型¶

  • AalenJohansenFitter
    • AalenJohansenFitter
  • BreslowFlemingHarringtonFitter
    • BreslowFlemingHarringtonFitter
  • ExponentialFitter
    • ExponentialFitter
  • GeneralizedGammaFitter
    • GeneralizedGammaFitter
  • KaplanMeierFitter
    • KaplanMeierFitter
  • LogLogisticFitter
    • LogLogisticFitter
  • LogNormalFitter
    • LogNormalFitter
  • MixtureCureFitter
    • MixtureCureFitter
  • NelsonAalenFitter
    • NelsonAalenFitter
  • PiecewiseExponentialFitter
    • PiecewiseExponentialFitter
  • SplineFitter
    • SplineFitter
  • WeibullFitter
    • WeibullFitter

回归模型¶

  • AalenAdditiveFitter
  • CRCSplineFitter
  • CoxPHFitter
  • CoxTimeVaryingFitter
  • GeneralizedGammaRegressionFitter
  • LogLogisticAFTFitter
  • LogNormalAFTFitter
  • PiecewiseExponentialRegressionFitter
  • WeibullAFTFitter
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