Index

B

bart_predict() (bart_survival.surv_bart.BartSurvModel method) bart_survival.simulation module

bart_survival.surv_bart module BartSurvModel (class in bart_survival.surv_bart) build_model() (bart_survival.surv_bart.BartSurvModel method)

C

check_inputs() (in module bart_survival.simulation) close() (bart_survival.surv_bart.BartSurvModel method) compute_causal_pdp() (in module bart_survival.surv_bart) compute_hazard_and_risk_difference() (in module bart_survival.surv_bart) compute_hazard_ratio() (in module bart_survival.surv_bart)

compute_pdp() (in module bart_survival.surv_bart) compute_pdp_difference() (in module bart_survival.surv_bart) compute_shift_pdp() (in module bart_survival.surv_bart) compute_survival_curves() (in module bart_survival.surv_bart) compute_survival_quantiles() (in module bart_survival.surv_bart)

E

estimate_effect() (bart_survival.surv_bart.BartSurvModel method)

F

feature_importance() (bart_survival.surv_bart.BartSurvModel method) fit() (bart_survival.surv_bart.BartSurvModel method)

fit_survival() (bart_survival.surv_bart.BartSurvModel method) format_prediction_data() (in module bart_survival.surv_bart) format_survival_data() (in module bart_survival.surv_bart)

G

get_causal_pdp() (in module bart_survival.surv_bart) get_default_model_config() (bart_survival.surv_bart.BartSurvModel static method) get_default_sampler_config() (bart_survival.surv_bart.BartSurvModel static method) get_pdp() (in module bart_survival.surv_bart) get_posterior_test() (in module bart_survival.surv_bart)

get_shift_pdp() (in module bart_survival.surv_bart) get_surv_pre_train() (in module bart_survival.surv_bart) get_sv_mean_quant() (in module bart_survival.surv_bart) get_sv_prob() (in module bart_survival.surv_bart) get_x_matrix() (in module bart_survival.simulation)

I

id (bart_survival.surv_bart.BartSurvModel property)

inverse_weibull_survival() (in module bart_survival.simulation)

L

load() (bart_survival.surv_bart.BartSurvModel class method)

M

module bart_survival.simulation bart_survival.surv_bart

P

pdp_diff_metric() (in module bart_survival.surv_bart) pdp_hr_rd_metric() (in module bart_survival.surv_bart) pdp_rr_metric() (in module bart_survival.surv_bart) predict() (bart_survival.surv_bart.BartSurvModel method) predict_survival() (bart_survival.surv_bart.BartSurvModel method)

preset_default() (bart_survival.surv_bart.BartSurvModel class method) preset_fast() (bart_survival.surv_bart.BartSurvModel class method) preset_high_precision() (bart_survival.surv_bart.BartSurvModel class method) preset_production() (bart_survival.surv_bart.BartSurvModel class method) preset_standard() (bart_survival.surv_bart.BartSurvModel class method)

S

sample_model() (bart_survival.surv_bart.BartSurvModel method) sample_posterior_predictive() (bart_survival.surv_bart.BartSurvModel method) save() (bart_survival.surv_bart.BartSurvModel method)

set_idata_attrs() (bart_survival.surv_bart.BartSurvModel method) simulate_confounded_survival_data() (in module bart_survival.simulation) simulate_survival() (in module bart_survival.simulation) SurvBART (in module bart_survival.surv_bart)

W

weibull_hazard() (in module bart_survival.simulation)

weibull_survival() (in module bart_survival.simulation)