Package: resilience 2025.1.1
resilience: Predictors of Resilience to a Stressor in a Single-Arm Study
Studies of resilience in older adults employ a single-arm design where everyone experiences the stressor. The simplistic approach of regressing change versus baseline yields biased estimates due to regression-to-the-mean. This package provides a method to correct the bias. It also allows covariates to be included. The method implemented in the package is described in Varadhan, R., Zhu, J., and Bandeen-Roche, K (2024), Biostatistics 25(4): 1094-1111.
Authors:
resilience_2025.1.1.tar.gz
resilience_2025.1.1.zip(r-4.7-any)resilience_2025.1.1.zip(r-4.6-any)resilience_2025.1.1.zip(r-4.5-any)
resilience_2025.1.1.tgz(r-4.6-any)resilience_2025.1.1.tgz(r-4.5-any)
resilience_2025.1.1.tar.gz(r-4.7-any)resilience_2025.1.1.tar.gz(r-4.6-any)
resilience_2025.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
resilience/json (API)
| # Install 'resilience' in R: |
| install.packages('resilience', repos = c('https://rvaradhan.r-universe.dev', 'https://cloud.r-project.org')) |
- tkr.dat - Example dataset for pre-post resilience analysis
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:8293846fcc. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 106 | ||
| source / vignettes | OK | 165 | ||
| linux-release | OK | 109 | ||
| macos-release | OK | 107 | ||
| macos-oldrel | OK | 81 | ||
| windows-devel | OK | 77 | ||
| windows-release | OK | 57 | ||
| windows-oldrel | OK | 95 | ||
| wasm-release | OK | 106 |
Exports:prepostprepost_mi
Dependencies:backportsbitbit64bootbroomclicliprcodetoolscpp11crayondoParalleldplyrforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnptestnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppEigenRdpackreadrreformulasrlangrpartshapestringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsvroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot Results from Multiply Imputed Resilience Analysis | plot.prepost_mi |
| Identifying Predictors of Resilience to Stressors in Single-Arm Studies of Pre-Post Change | prepost |
| Prepost Analysis with Pre-Imputed Datasets | prepost_mi |
| Print Results from Multiply Imputed Resilience Analysis | print.prepost_mi |
| Summary Results from Multiply Imputed Resilience Analysis | summary.prepost_mi |
| Example dataset for pre-post resilience analysis | tkr.dat |