Package: bootImpute 1.3.1
bootImpute: Bootstrap Inference for Multiple Imputation
Bootstraps and imputes incomplete datasets. Then performs inference on estimates obtained from analysing the imputed datasets as proposed by von Hippel and Bartlett (2021) <doi:10.1214/20-STS793>.
Authors:
bootImpute_1.3.1.tar.gz
bootImpute_1.3.1.zip(r-4.7-any)bootImpute_1.3.1.zip(r-4.6-any)bootImpute_1.3.1.zip(r-4.5-any)
bootImpute_1.3.1.tgz(r-4.6-any)bootImpute_1.3.1.tgz(r-4.5-any)
bootImpute_1.3.1.tar.gz(r-4.7-any)bootImpute_1.3.1.tar.gz(r-4.6-any)
bootImpute_1.3.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
bootImpute/json (API)
| # Install 'bootImpute' in R: |
| install.packages('bootImpute', repos = c('https://jwb133.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jwb133/bootimpute/issues
- linquad - Simulated example data with continuous outcome and quadratic covariate effects
Last updated from:df414f4a35. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 139 | ||
| source / vignettes | OK | 205 | ||
| linux-release | OK | 119 | ||
| macos-release | OK | 107 | ||
| macos-oldrel | OK | 125 | ||
| windows-devel | OK | 88 | ||
| windows-release | OK | 95 | ||
| windows-oldrel | OK | 100 | ||
| wasm-release | OK | 106 |
Exports:bootImputebootImputeAnalysebootMicebootSmcfcs
Dependencies:abindbackportsbitbit64bootbrglm2broomcheckmateclicliprcodetoolscpp11crayondplyrenrichwithforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnleqslvnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6rbibutilsRcppRcppEigenRdpackreadrreformulasrlangrpartshapesmcfcsstatmodstringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsVGAMvroomwithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bootstrap then impute an incomplete dataset | bootImpute |
| Analyse bootstrapped and imputed estimates | bootImputeAnalyse |
| Bootstrap then impute using mice | bootMice |
| Bootstrap then impute using smcfcs | bootSmcfcs |
| Simulated example data with continuous outcome and quadratic covariate effects | linquad |