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 |
| Reference manual: | adjustedCurves.pdf |
| Vignettes: |
An Introduction to the 'adjustedCurves' Package |
| Package source: | adjustedCurves_0.9.1.tar.gz |
| Windows binaries: | r-devel: adjustedCurves_0.9.1.zip, r-release: adjustedCurves_0.9.1.zip, r-oldrel: adjustedCurves_0.9.1.zip |
| macOS binaries: | r-release (arm64): adjustedCurves_0.9.1.tgz, r-oldrel (arm64): adjustedCurves_0.9.1.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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