Unified Dynamic Deep 'BART' for Interval-Censored Survival

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Documentation for package ‘uddbart’ version 0.2.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS

Help Pages

auc_td	Time-dependent (cumulative/dynamic) AUC
brier_score	Inverse-probability-of-censoring-weighted Brier score
calibration_table	Calibration table for a landmark prediction
cml_data	CML molecular-monitoring data (real cohort) for U-DDBART-IC
cml_event	CML molecular-monitoring data (real cohort) for U-DDBART-IC
cml_long	CML molecular-monitoring data (real cohort) for U-DDBART-IC
compute_survival_from_hazard	Discrete-time survival from interval hazards
construct_latent_state	Construct the latent molecular-response state
fit_bart_hazard	Fit the logit-link interval hazard
fit_uddbart_vi	Fit the UDDBART-VI interval hazard
interval_survival_likelihood	Interval-censored survival (log-)likelihood
make_followup_grid	Construct a discrete follow-up grid
plot.uddbart	Plot dynamic risk curves from a U-DDBART-IC fit
predict.uddbart	Dynamic landmark risk prediction from a U-DDBART-IC fit
prepare_uddbart_data	Prepare interval-censored data for U-DDBART-IC
print.summary.uddbart	Summarise a U-DDBART-IC fit
print.uddbart	Fit the unified U-DDBART-IC model
simulate_uddbart_data	Simulate irregular longitudinal biomarkers with interval-censored events
summary.uddbart	Summarise a U-DDBART-IC fit
uddbart	Fit the unified U-DDBART-IC model