Dependence in Meta-Analysis | Bootstrapping | Cluster Wild Bootstrapping | Example from wildmeta | robumeta models | metafor models | Timing | Bootstrap Distribution Plot | References
Package: wildmeta 0.3.2
wildmeta: Cluster Wild Bootstrapping for Meta-Analysis
Conducts single coefficient tests and multiple-contrast hypothesis tests of meta-regression models using cluster wild bootstrapping, based on methods examined in Joshi, Pustejovsky, and Beretvas (2022) <doi:10.1002/jrsm.1554>.
Authors:
wildmeta_0.3.2.tar.gz
wildmeta_0.3.2.zip(r-4.7)wildmeta_0.3.2.zip(r-4.6)wildmeta_0.3.2.zip(r-4.5)
wildmeta_0.3.2.tgz(r-4.6-any)wildmeta_0.3.2.tgz(r-4.5-any)
wildmeta_0.3.2.tar.gz(r-4.7-any)wildmeta_0.3.2.tar.gz(r-4.6-any)
wildmeta_0.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
wildmeta/json (API)
| # Install 'wildmeta' in R: |
| install.packages('wildmeta', repos = c('https://meghapsimatrix.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/meghapsimatrix/wildmeta/issues
Last updated from:dd08e49b4e. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 217 | ||
| source / vignettes | OK | 632 | ||
| linux-release-x86_64 | OK | 227 | ||
| macos-release-arm64 | OK | 233 | ||
| macos-oldrel-arm64 | OK | 216 | ||
| windows-devel | OK | 186 | ||
| windows-release | OK | 182 | ||
| windows-oldrel | OK | 203 | ||
| wasm-release | OK | 114 |
Exports:constrain_equalconstrain_zerorun_cwbWald_test_cwb
Dependencies:cliclubSandwichdigestlatticelifecyclemathjaxrMatrixmetadatmetafornlmenumDerivpbapplyrlangrobumetasandwichzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot distribution of bootstrap test statistics | plot.Wald_test_wildmeta |
| Calculate bootstrap outcomes or test statistics using cluster wild bootstrapping | run_cwb |
| Calculate p-values with cluster wild bootstrapping for meta-regression models. | Wald_test_cwb |
