In UBESP-DCTV/wcrs: Weighted Competing Risks analysis

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WCRS

The goal of wcrs is to provide a series of tools to implement a Weighted Competing Risks analysis in a unified framework.

The package is designed to estimate weighted cumulative incidence functions in a competing risks setting, plot them and return useful statistical summaries, such as 1-year cumulative incidence of cardiac death in subjects who had heart failure. Furthermore, functions to fit weighted cause-specific hazard models are also available.

The functions are targeted for Propensity Score Inverse Probability Weighting (PS-IPW) analyses, where weights derived from estimated PS are used to approximate a randomized study.

Installation

You can install the development version from GitHub with the following procedure:

# install.packages("devtools")
remotes::install_github("UBESP-DCTV/wcrs")

Feature request

If you need some more features, please open an issue on github.

Bug reports

If you encounter a bug, please file a reprex (minimal reproducible example) on github.

Code of Conduct

Please note that the 'wcrs' project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

Warnings

The package is currently under active development. The functions are not stable yet and the users should consider their usage for experimental purposes only.

UBESP-DCTV/wcrs documentation built on April 12, 2020, 12:18 a.m.