Package index • tvcQGComp

Configure and validate

Define the longitudinal data structure and quantized interventions.

make_tvcqgcomp_config() make_q_scenarios() generate_intervention_scenarios() validate_tvcqgcomp_data(): Create a tvcQGcomp Configuration and Quantized Scenarios
toy_data: Toy Longitudinal Survival Data

Estimate effects

Fit the main survival analysis and obtain bootstrap uncertainty.

tvcQGComp_survival(): Run the tvcQGcomp Pipeline
tvcQGComp_survival_boot() summarize_tvcqgcomp_bootstrap(): Bootstrap tvcQGcomp Fits

Summarize and plot

Extract and visualize risk trajectories.

as_risk_curve_df(): Extract Tidy Risk-Curve Summaries
plot(<tvcqgcomp_run>): Plot Cumulative-Risk Trajectories
plot_cumulative_risk_trajectory(): Plot Cumulative Risk Trajectories Over Time
plot_survival_trajectory(): Plot Survival Trajectories Over Time

Diagnose models

Check fitted runs and natural-course trajectory drift.

diagnose_tvcqgcomp_run(): Diagnose a tvcQGcomp Run
diagnose_tvcqgcomp_drift(): Diagnose Drift Between Observed and Natural-Course TVCs
plot_tvcqgcomp_drift(): Plot Observed vs Natural-Course Drift Over Time