Package: MultiVarMI 1.0
Rawan Allozi
MultiVarMI: Multiple Imputation for Multivariate Data
Fully parametric Bayesian multiple imputation framework for massive multivariate data of different variable types as seen in Demirtas, H. (2017) <doi:10.1007/978-981-10-3307-0_8>.
Authors:
MultiVarMI_1.0.tar.gz
MultiVarMI_1.0.tar.gz(r-4.5-noble)MultiVarMI_1.0.tar.gz(r-4.4-noble)
MultiVarMI_1.0.tgz(r-4.4-emscripten)MultiVarMI_1.0.tgz(r-4.3-emscripten)
MultiVarMI.pdf |MultiVarMI.html✨
MultiVarMI/json (API)
| # Install 'MultiVarMI' in R: |
| install.packages('MultiVarMI', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 7 years agofrom:47bfb441eb. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 01 2024 |
| R-4.5-linux | OK | Nov 01 2024 |
Exports:countrateMIMVN.corrMVN.datnctsumordmpstrMVN.dat
Dependencies:BBBinNonNorBinOrdNonNorcorpcorCorrToolBoxGenOrdGPArotationlatticeMASSMatrixmnormtmomentsmvtnormnlmenormOrdNorPoisNonNorpsychquadprog
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multiple Imputation for Multivariate Data | MultiVarMI-package MultiVarMI |
| Computation of Rates for Count Data | countrate |
| Bayesian Multiple Imputation for Multivariate Data | MI |
| Calculation of Intermediate Correlation Matrix | MVN.corr |
| Computation of Normal Scores for Multivariate Data | MVN.dat |
| Summary and Standardization of Continuous Data | nctsum |
| Computation of Marginal Probabilities for Binary and Ordinal Data | ordmps |
| Transformation of Normal Scores | trMVN.dat |