mccount: Estimate Recurrent Event Burden with Competing Risks
Calculates mean cumulative count (MCC) to estimate the expected cumulative number of recurrent events per person over time in the presence of competing risks and censoring. Implements both the Dong-Yasui equation method and sum of cumulative incidence method described in Dong, et al. (2015) <doi:10.1093/aje/kwu289>. Supports inverse probability weighting for causal inference as outlined in Gaber, et al. (2023) <doi:10.1093/aje/kwad031>. Provides S3 methods for printing, summarizing, plotting, and extracting results. Handles grouped analyses and integrates with 'ggplot2' <https://ggplot2.tidyverse.org/> for visualization.
| Version: | 0.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | cards,cli,cmprsk,data.table,dplyr,glue,lifecycle,rlang,stringr,tibble,tidyr |
| Suggests: | boot,ggplot2 (≥ 3.5.0),knitr,MatchIt,mstate,optmatch,patchwork,rmarkdown,spelling,survival,testthat (≥ 3.0.0),WeightIt,withr |
| Published: | 2025-11-13 |
| DOI: | 10.32614/CRAN.package.mccount |
| Author: | Kenneth A. Taylor [aut, cre, cph] |
| Maintainer: | Kenneth A. Taylor <kenneth.taylor.dpt at gmail.com> |
| BugReports: | https://github.com/KennethATaylor/mccount/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/KennethATaylor/mccount,https://kennethataylor.github.io/mccount/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | mccount results |
Documentation:
| Reference manual: | mccount.html ,mccount.pdf |
| Vignettes: | Choosing Between Methods (source,R code) Estimating MCC After Matching or Weighting (source,R code) |
Downloads:
| Package source: | mccount_0.1.1.tar.gz |
| Windows binaries: | r-devel:mccount_0.1.1.zip, r-release:mccount_0.1.1.zip, r-oldrel:mccount_0.1.1.zip |
| macOS binaries: | r-release (arm64):mccount_0.1.1.tgz, r-oldrel (arm64):mccount_0.1.1.tgz, r-release (x86_64):mccount_0.1.1.tgz, r-oldrel (x86_64):mccount_0.1.1.tgz |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=mccountto link to this page.