Duration-Based Quantities of Interest for the Cox Proportional Hazards Model
Generate simulated baseline hazard, cumulative hazard, survival, failu...
Plot the simulated baseline functions
Bias-corrected and accelerated confidence intervals
Boostrapping algorithm for coxed
Generate right-censoring to be dependent on the data
Duration-Based Quantities of Interest and Simulation Methods for the C...
Predict expected durations using the GAM method
Predict expected durations using the GAM method with time-varying cova...
Predict expected durations using the GAM method
Predict expected durations using the GAM method with time-varying cova...
Expected durations and marginal changes in expected duration from the ...
Plot the histograms of simulated data
Generate simulated durations using a baseline survivor function and pr...
Calculating a simulated marginal effect
Generate predicted ranks for new observations given a new covariate pr...
Simulating duration data for the Cox proportional hazards model
The mean or median expected duration
Marginal changes in expected duration
Plot the simulated baseline functions and histograms of simulated data
Calculating baseline functions from a user-specified baseline hazard f...
Functions for generating, simulating, and visualizing expected durations and marginal changes in duration from the Cox proportional hazards model as described in Kropko and Harden (2017) <doi:10.1017/S000712341700045X> and Harden and Kropko (2018) <doi:10.1017/psrm.2018.19>.