censored is a parsnip extension package which provides engines for various models for censored regression and survival analysis.

You can install the released version of censored from CRAN with:

install.packages("censored")

And the development version from GitHub with:

# install.packages("pak")
pak::pak("tidymodels/censored")

censored provides engines for the models in the following table. For examples, please see Fitting and Predicting with censored.

The time to event can be predicted with type = "time", the survival probability with type = "survival", the linear predictor with type = "linear_pred", the quantiles of the event time distribution with type = "quantile", and the hazard with type = "hazard".

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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