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lifelines 0.27.8 documentation
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W
A
AalenAdditiveFitter (class in lifelines.fitters.aalen_additive_fitter)
AalenJohansenFitter (class in lifelines.fitters.aalen_johansen_fitter)
add_at_risk_counts() (in module lifelines.plotting)
add_covariate_to_timeline() (in module lifelines.utils)
AIC_ (lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
AIC_partial_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
alpha_ (lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
B
baseline_cumulative_hazard_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
baseline_cumulative_hazard_at_times() (lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
baseline_hazard_ (lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
baseline_hazard_at_times() (lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
baseline_survival_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
baseline_survival_at_times() (lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
basis() (lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
beta_ (lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
BIC_ (lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
breakpoints (lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
BreslowFlemingHarringtonFitter (class in lifelines.fitters.breslow_fleming_harrington_fitter)
C
cdf_plot() (in module lifelines.plotting)
check_assumptions() (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
compute_followup_hazard_ratios() (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
compute_residuals() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
concordance_index() (in module lifelines.utils)
concordance_index_ (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
conditional_time_to_event_ (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter attribute)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_cumulative_density_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_cumulative_hazard_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_density_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_hazard_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_interval_survival_function_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
confidence_intervals_ (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
covariates_from_event_matrix() (in module lifelines.utils)
CoxPHFitter (class in lifelines.fitters.coxph_fitter)
CoxTimeVaryingFitter (class in lifelines.fitters.cox_time_varying_fitter)
CRCSplineFitter (class in lifelines.fitters.crc_spline_fitter)
cumulative_density_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
cumulative_density_at_times() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
cumulative_hazard_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
cumulative_hazard_at_times() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
cumulative_hazards_ (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
cured_fraction_ (lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
D
datetimes_to_durations() (in module lifelines.utils)
density_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
density_at_times() (lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
divide() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
durations (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
E
entry (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
event_observed (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
event_table (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
ExponentialFitter (class in lifelines.fitters.exponential_fitter)
F
find_best_parametric_model() (in module lifelines.utils)
fit() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
fit_intercept (lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
fit_interval_censoring() (lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
fit_left_censoring() (lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
fit_right_censoring() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
force_no_intercept (lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
G
GeneralizedGammaFitter (class in lifelines.fitters.generalized_gamma_fitter)
GeneralizedGammaRegressionFitter (class in lifelines.fitters.generalized_gamma_regression_fitter)
group_survival_table_from_events() (in module lifelines.utils)
H
hazard_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
hazard_at_times() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
hazard_ratios_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
,
[1]
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
,
[1]
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
hazards_ (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
K
k_fold_cross_validation() (in module lifelines.utils)
KaplanMeierFitter (class in lifelines.fitters.kaplan_meier_fitter)
knot_locations (lifelines.fitters.spline_fitter.SplineFitter attribute)
L
label (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter attribute)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter attribute)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
lambda_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
lambda_i_ (lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
lifelines.calibration (module)
lifelines.datasets (module)
lifelines.fitters.aalen_additive_fitter (module)
lifelines.fitters.aalen_johansen_fitter (module)
lifelines.fitters.breslow_fleming_harrington_fitter (module)
lifelines.fitters.cox_time_varying_fitter (module)
lifelines.fitters.crc_spline_fitter (module)
lifelines.fitters.exponential_fitter (module)
lifelines.fitters.generalized_gamma_fitter (module)
lifelines.fitters.generalized_gamma_regression_fitter (module)
lifelines.fitters.kaplan_meier_fitter (module)
lifelines.fitters.log_logistic_aft_fitter (module)
lifelines.fitters.log_logistic_fitter (module)
lifelines.fitters.log_normal_aft_fitter (module)
lifelines.fitters.log_normal_fitter (module)
lifelines.fitters.mixture_cure_fitter (module)
lifelines.fitters.nelson_aalen_fitter (module)
lifelines.fitters.piecewise_exponential_fitter (module)
lifelines.fitters.piecewise_exponential_regression_fitter (module)
lifelines.fitters.spline_fitter (module)
lifelines.fitters.weibull_aft_fitter (module)
lifelines.fitters.weibull_fitter (module)
lifelines.plotting (module)
lifelines.statistics (module)
lifelines.utils (module)
load_c_botulinum_lag_phase() (in module lifelines.datasets)
load_canadian_senators() (in module lifelines.datasets)
load_dd() (in module lifelines.datasets)
load_dfcv() (in module lifelines.datasets)
load_diabetes() (in module lifelines.datasets)
load_g3() (in module lifelines.datasets)
load_gbsg2() (in module lifelines.datasets)
load_holly_molly_polly() (in module lifelines.datasets)
load_kidney_transplant() (in module lifelines.datasets)
load_larynx() (in module lifelines.datasets)
load_lcd() (in module lifelines.datasets)
load_leukemia() (in module lifelines.datasets)
load_lung() (in module lifelines.datasets)
load_lupus() (in module lifelines.datasets)
load_lymph_node() (in module lifelines.datasets)
load_lymphoma() (in module lifelines.datasets)
load_mice() (in module lifelines.datasets)
load_multicenter_aids_cohort_study() (in module lifelines.datasets)
load_nh4() (in module lifelines.datasets)
load_panel_test() (in module lifelines.datasets)
load_psychiatric_patients() (in module lifelines.datasets)
load_recur() (in module lifelines.datasets)
load_regression_dataset() (in module lifelines.datasets)
load_rossi() (in module lifelines.datasets)
load_stanford_heart_transplants() (in module lifelines.datasets)
load_static_test() (in module lifelines.datasets)
load_waltons() (in module lifelines.datasets)
log_likelihood_ (lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
log_likelihood_ratio_test() (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
LogLogisticAFTFitter (class in lifelines.fitters.log_logistic_aft_fitter)
LogLogisticFitter (class in lifelines.fitters.log_logistic_fitter)
loglogs_plot() (in module lifelines.plotting)
LogNormalAFTFitter (class in lifelines.fitters.log_normal_aft_fitter)
LogNormalFitter (class in lifelines.fitters.log_normal_fitter)
logrank_test() (in module lifelines.statistics)
M
mean_survival_time_ (lifelines.fitters.coxph_fitter.ParametricSplinePHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
median_ (lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
median_survival_time_ (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter attribute)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter attribute)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
,
[1]
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
,
[1]
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
,
[1]
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
,
[1]
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
,
[1]
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
,
[1]
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
,
[1]
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
,
[1]
median_survival_times() (in module lifelines.utils)
MixtureCureFitter (class in lifelines.fitters.mixture_cure_fitter)
mu_ (lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
multivariate_logrank_test() (in module lifelines.statistics)
N
n_knots (lifelines.fitters.spline_fitter.SplineFitter attribute)
NelsonAalenFitter (class in lifelines.fitters.nelson_aalen_fitter)
P
pairwise_logrank_test() (in module lifelines.statistics)
ParametricSplinePHFitter (class in lifelines.fitters.coxph_fitter)
params_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
partial_AIC_ (lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
percentile() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
PiecewiseExponentialFitter (class in lifelines.fitters.piecewise_exponential_fitter)
PiecewiseExponentialRegressionFitter (class in lifelines.fitters.piecewise_exponential_regression_fitter)
plot() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
plot_covariate_groups() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
,
[1]
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
plot_cumulative_density() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
plot_cumulative_hazard() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
plot_density() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
plot_hazard() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
plot_interval_censored_lifetimes() (in module lifelines.plotting)
plot_lifetimes() (in module lifelines.plotting)
plot_loglogs() (lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
plot_partial_effects_on_outcome() (lifelines.fitters.coxph_fitter.CoxPHFitter method)
,
[1]
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
plot_survival_function() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
power_under_cph() (in module lifelines.statistics)
predict() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
predict_cumulative_hazard() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
predict_expectation() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
predict_hazard() (lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
predict_log_partial_hazard() (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
predict_median() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
predict_partial_hazard() (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
predict_percentile() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
predict_survival_function() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
print_summary() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
(lifelines.statistics.StatisticalResult method)
proportional_hazard_test() (in module lifelines.statistics)
Q
qq_plot() (in module lifelines.plotting)
qth_survival_time() (in module lifelines.utils)
qth_survival_times() (in module lifelines.utils)
R
regressors (lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
relu() (lifelines.fitters.crc_spline_fitter.CRCSplineFitter static method)
(lifelines.fitters.spline_fitter.SplineFitter static method)
restricted_mean_survival_time() (in module lifelines.utils)
rho_ (lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
rmst_plot() (in module lifelines.plotting)
S
sample_size_necessary_under_cph() (in module lifelines.statistics)
score() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
(lifelines.fitters.coxph_fitter.CoxPHFitter method)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter method)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter method)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter method)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter method)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter method)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter method)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter method)
score_ (lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
SemiParametricPHFitter (class in lifelines.fitters.coxph_fitter)
set_knots() (lifelines.fitters.crc_spline_fitter.CRCSplineFitter method)
sigma_ (lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
smoothed_hazard_() (lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
smoothed_hazard_confidence_intervals_() (lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
smoothed_hazards_() (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter method)
SplineFitter (class in lifelines.fitters.spline_fitter)
standard_errors_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
StatisticalResult (class in lifelines.statistics)
strata (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
subtract() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
summary (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.ParametricSplinePHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.crc_spline_fitter.CRCSplineFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.piecewise_exponential_regression_fitter.PiecewiseExponentialRegressionFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
(lifelines.statistics.StatisticalResult attribute)
survival_difference_at_fixed_point_in_time_test() (in module lifelines.statistics)
survival_events_from_table() (in module lifelines.utils)
survival_function_ (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
survival_function_at_times() (lifelines.fitters.aalen_johansen_fitter.AalenJohansenFitter method)
(lifelines.fitters.breslow_fleming_harrington_fitter.BreslowFlemingHarringtonFitter method)
(lifelines.fitters.exponential_fitter.ExponentialFitter method)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter method)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter method)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter method)
(lifelines.fitters.log_normal_fitter.LogNormalFitter method)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter method)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter method)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter method)
(lifelines.fitters.spline_fitter.SplineFitter method)
(lifelines.fitters.weibull_fitter.WeibullFitter method)
survival_probability_calibration() (in module lifelines.calibration)
survival_table_from_events() (in module lifelines.utils)
T
timeline (lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.kaplan_meier_fitter.KaplanMeierFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.nelson_aalen_fitter.NelsonAalenFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
to_ascii() (lifelines.statistics.StatisticalResult method)
to_episodic_format() (in module lifelines.utils)
to_html() (lifelines.statistics.StatisticalResult method)
to_latex() (lifelines.statistics.StatisticalResult method)
to_long_format() (in module lifelines.utils)
V
variance_matrix_ (lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.exponential_fitter.ExponentialFitter attribute)
(lifelines.fitters.generalized_gamma_fitter.GeneralizedGammaFitter attribute)
(lifelines.fitters.generalized_gamma_regression_fitter.GeneralizedGammaRegressionFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_logistic_fitter.LogLogisticFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.log_normal_fitter.LogNormalFitter attribute)
(lifelines.fitters.mixture_cure_fitter.MixtureCureFitter attribute)
(lifelines.fitters.piecewise_exponential_fitter.PiecewiseExponentialFitter attribute)
(lifelines.fitters.spline_fitter.SplineFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
(lifelines.fitters.weibull_fitter.WeibullFitter attribute)
W
WeibullAFTFitter (class in lifelines.fitters.weibull_aft_fitter)
WeibullFitter (class in lifelines.fitters.weibull_fitter)
weights (lifelines.fitters.aalen_additive_fitter.AalenAdditiveFitter attribute)
(lifelines.fitters.cox_time_varying_fitter.CoxTimeVaryingFitter attribute)
(lifelines.fitters.coxph_fitter.CoxPHFitter attribute)
(lifelines.fitters.coxph_fitter.SemiParametricPHFitter attribute)
(lifelines.fitters.log_logistic_aft_fitter.LogLogisticAFTFitter attribute)
(lifelines.fitters.log_normal_aft_fitter.LogNormalAFTFitter attribute)
(lifelines.fitters.weibull_aft_fitter.WeibullAFTFitter attribute)
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lifelines 0.27.8 documentation
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