censored

The censored package is a parsnip extension that provides model engines for censored regression and survival analysis. It integrates survival models into the tidymodels framework.

The package supports multiple model types including decision trees, random forests, boosted trees, proportional hazards models, and parametric survival regression models, each with various computational engines. It enables consistent prediction of time-to-event, survival probabilities, linear predictors, quantiles, and hazard functions across different modeling approaches. This standardized interface simplifies survival analysis workflows by allowing users to switch between model engines while maintaining the same syntax and workflow.