adjustedCurves: Confounder-Adjusted Survival Curves and Cumulative Incidence Functions

Estimate and plot confounder-adjusted survival curves using either 'Direct Adjustment', 'Direct Adjustment with Pseudo-Values', various forms of 'Inverse Probability of Treatment Weighting', two forms of 'Augmented Inverse Probability of Treatment Weighting', 'Empirical Likelihood Estimation' and 'Targeted Maximum Likelihood Estimation'. Also includes a significance test for the difference between two adjusted survival curves and the calculation of adjusted restricted mean survival times. Additionally enables the user to estimate and plot cause-specific confounder-adjusted cumulative incidence functions in the competing risks setting using the same methods (with some exceptions). For details, see Denz et. al (2022) <arXiv:2203.10002v1>.

Version: 0.9.1
Imports: R.utils, doParallel, doRNG, dplyr (≥ 1.0.0), foreach, rlang
Suggests: MASS, Matching (≥ 4.9), R6, SuperLearner (≥ 2.0.0), WeightIt (≥ 0.11.0), cmprsk (≥ 2.2), eventglm (≥ 1.1.1), geepack (≥ 1.3), ggplot2 (≥ 3.0.0), knitr, mice (≥ 3.0.0), nnet, pammtools (≥ 0.5), pec (≥ 2020.11.17), prodlim (≥ 2019.11.13), riskRegression (≥ 2020.12.08), rmarkdown, survival (≥ 3.0.0), survtmle (≥ 1.1), testthat (≥ 3.0.0), tidyr, ggpp (≥ 0.4.3), vdiffr (≥ 1.0.0), covr
Published: 2022-11-22
Author: Robin Denz [aut, cre]
Maintainer: Robin Denz <robin.denz at rub.de>
Contact: <robin.denz@rub.de>
BugReports: https://github.com/RobinDenz1/adjustedCurves/issues
License: GPL (≥ 3)
URL: https://github.com/RobinDenz1/adjustedCurves, https://robindenz1.github.io/adjustedCurves/
NeedsCompilation: no
Citation: adjustedCurves citation info
Materials: README NEWS
CRAN checks: adjustedCurves results

Documentation:

Reference manual: adjustedCurves.pdf
Vignettes: An Introduction to the 'adjustedCurves' Package

Downloads:

Package source: adjustedCurves_0.9.1.tar.gz
Windows binaries: r-devel: adjustedCurves_0.9.1.zip, r-release: adjustedCurves_0.9.0.zip, r-oldrel: adjustedCurves_0.9.1.zip
macOS binaries: r-release (arm64): adjustedCurves_0.9.0.tgz, r-oldrel (arm64): adjustedCurves_0.9.0.tgz, r-release (x86_64): adjustedCurves_0.9.1.tgz, r-oldrel (x86_64): adjustedCurves_0.9.1.tgz
Old sources: adjustedCurves archive

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