Package: bootImpute 1.2.1
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_1.2.1.tar.gz
bootImpute_1.2.1.zip(r-4.5)bootImpute_1.2.1.zip(r-4.4)bootImpute_1.2.1.zip(r-4.3)
bootImpute_1.2.1.tgz(r-4.4-any)bootImpute_1.2.1.tgz(r-4.3-any)
bootImpute_1.2.1.tar.gz(r-4.5-noble)bootImpute_1.2.1.tar.gz(r-4.4-noble)
bootImpute_1.2.1.tgz(r-4.4-emscripten)bootImpute_1.2.1.tgz(r-4.3-emscripten)
bootImpute.pdf |bootImpute.html✨
bootImpute/json (API)
NEWS
# 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
- ex_linquad - Simulated example data with continuous outcome and quadratic covariate effects
Last updated 2 months agofrom:3fbf7f1fe1. Checks:OK: 7. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Nov 14 2024 |
R-4.5-win | OK | Nov 14 2024 |
R-4.5-linux | OK | Nov 14 2024 |
R-4.4-win | OK | Nov 14 2024 |
R-4.4-mac | OK | Nov 14 2024 |
R-4.3-win | OK | Nov 14 2024 |
R-4.3-mac | OK | Nov 14 2024 |
Exports:bootImputebootImputeAnalysebootMicebootSmcfcs
Dependencies:abindbackportsbitbit64bootbrglm2broomcheckmateclicliprcodetoolscpp11crayondplyrenrichwithfansiforcatsforeachgenericsglmnetgluehavenhmsiteratorsjomolatticelifecyclelme4magrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigprettyunitsprogresspurrrR6RcppRcppEigenreadrrlangrpartshapesmcfcsstringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vctrsVGAMvroomwithr
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 | ex_linquad |