Overview | The Data | The Call | 1. The Parametric Bootstrap | Examples | bootstrap() output | 2. The Cases Bootstrap | 3. The Residual Bootstrap | 4. The Wild Bootstrap | 5. The Random Effects Block (REB) Bootstrap | 6. Output Options | The summary() function | Example | The print() Function | The confint() Function | The plot() function | 7. Bootstrapping with GLMMs | 8. Parallelization (User Extension) | The Idea | Performance | Implementation | 9. Future Directions (Developer Extensions) | References
Package: lmeresampler 0.2.4
lmeresampler: Bootstrap Methods for Nested Linear Mixed-Effects Models
Bootstrap routines for nested linear mixed effects models fit using either 'lme4' or 'nlme'. The provided 'bootstrap()' function implements the parametric, residual, cases, random effect block (REB), and wild bootstrap procedures. An overview of these procedures can be found in Van der Leeden et al. (2008) <doi:10.1007/978-0-387-73186-5_11>, Carpenter, Goldstein & Rasbash (2003) <doi:10.1111/1467-9876.00415>, and Chambers & Chandra (2013) <doi:10.1080/10618600.2012.681216>.
Authors:
lmeresampler_0.2.4.tar.gz
lmeresampler_0.2.4.zip(r-4.7)lmeresampler_0.2.4.zip(r-4.6)lmeresampler_0.2.4.zip(r-4.5)
lmeresampler_0.2.4.tgz(r-4.6-any)lmeresampler_0.2.4.tgz(r-4.5-any)
lmeresampler_0.2.4.tar.gz(r-4.7-any)lmeresampler_0.2.4.tar.gz(r-4.6-any)
lmeresampler_0.2.4.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
lmeresampler/json (API)
| # Install 'lmeresampler' in R: |
| install.packages('lmeresampler', repos = c('https://aloy.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/aloy/lmeresampler/issues
Datasets:
- jsp728 - Junior school project math score data.
Last updated from:d5124646d9. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 226 | ||
| source / vignettes | OK | 320 | ||
| linux-release-x86_64 | NOTE | 234 | ||
| macos-release-arm64 | NOTE | 177 | ||
| macos-oldrel-arm64 | NOTE | 229 | ||
| windows-devel | NOTE | 169 | ||
| windows-release | NOTE | 178 | ||
| windows-oldrel | NOTE | 182 | ||
| wasm-release | OK | 156 |
Exports:%>%bootstrapbootstrap_pvalscase_bootstrapcombine_lmeresampcombine_pvalsextract_parametersparametric_bootstrapreb_bootstrapresid_bootstrapwild_bootstrap
Dependencies:clicpp11distributionaldplyrfarverforcatsgenericsggdistggplot2ggrepelgluegtableHLMdiagisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvnlmenlmeUnumDerivpillarpkgconfigpurrrquadprogR6rbibutilsRColorBrewerRcppRcppArmadilloRdpackreformulasrlangS7scalesstatmodstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
