API

• surv_bart
  • bart_survival.surv_bart
  • BartSurvModel
    • BartSurvModel.bart_predict()
    • BartSurvModel.build_model()
    • BartSurvModel.close()
    • BartSurvModel.estimate_effect()
    • BartSurvModel.feature_importance()
    • BartSurvModel.fit()
    • BartSurvModel.fit_survival()
    • BartSurvModel.get_default_model_config()
    • BartSurvModel.get_default_sampler_config()
    • BartSurvModel.id
    • BartSurvModel.load()
    • BartSurvModel.predict()
    • BartSurvModel.predict_survival()
    • BartSurvModel.preset_default()
    • BartSurvModel.preset_fast()
    • BartSurvModel.preset_high_precision()
    • BartSurvModel.preset_production()
    • BartSurvModel.preset_standard()
    • BartSurvModel.sample_model()
    • BartSurvModel.sample_posterior_predictive()
    • BartSurvModel.save()
    • BartSurvModel.set_idata_attrs()
  • SurvBART
  • compute_causal_pdp()
  • compute_hazard_and_risk_difference()
  • compute_hazard_ratio()
  • compute_pdp()
  • compute_pdp_difference()
  • compute_shift_pdp()
  • compute_survival_curves()
  • compute_survival_quantiles()
  • format_prediction_data()
  • format_survival_data()
  • get_causal_pdp()
  • get_pdp()
  • get_posterior_test()
  • get_shift_pdp()
  • get_surv_pre_train()
  • get_sv_mean_quant()
  • get_sv_prob()
  • pdp_diff_metric()
  • pdp_hr_rd_metric()
  • pdp_rr_metric()
• simulation
  • bart_survival.simulation
  • check_inputs()
  • get_x_matrix()
  • inverse_weibull_survival()
  • simulate_confounded_survival_data()
  • simulate_survival()
  • weibull_hazard()
  • weibull_survival()