Package: MMDai 2.0.0
MMDai: Multivariate Multinomial Distribution Approximation and Imputation for Incomplete Categorical Data
A method to impute the missingness in categorical data. Details see the paper <doi:10.4310/SII.2020.v13.n1.a2>.
Authors:
MMDai_2.0.0.tar.gz
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MMDai_2.0.0.tgz(r-4.6-any)MMDai_2.0.0.tgz(r-4.5-any)
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MMDai/json (API)
| # Install 'MMDai' in R: |
| install.packages('MMDai', repos = c('https://saki-jsu.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- MovieRate - Real application dataset
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:f290beb15d. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 103 | ||
| source / vignettes | OK | 122 | ||
| linux-release | OK | 104 | ||
| macos-release | OK | 132 | ||
| macos-oldrel | OK | 147 | ||
| windows-devel | OK | 54 | ||
| windows-release | OK | 62 | ||
| windows-oldrel | OK | 49 | ||
| wasm-release | OK | 113 |
Exports:GenerateDataImputationInitialPsikIdentifierParEstrdirichlet
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Generate random dataset | GenerateData |
| Imputation | Imputation |
| initial psi | InitialPsi |
| Identify the suitable number of components k | kIdentifier |
| Real application dataset | MovieRate |
| Estimate theta and psi in multinomial mixture model | ParEst |
| Estimate theta and psi in multinomial mixture model | rdirichlet |