1. Introduction | 2. Setup | Install and load the ImputeLongiCovs package | 3. Datasets | Intego registry | initial_data dataset | analyses_data dataset | 4. Data pre-processing | 5. Imputation stage | 6. Extensions and Summary
Package: ImputeLongiCovs 0.1.0
ImputeLongiCovs: Longitudinal Imputation of Categorical Variables via a Joint Transition Model
Imputation of longitudinal categorical covariates. We use a methodological framework which ensures that the plausibility of transitions is preserved, overfitting and colinearity issues are resolved, and confounders can be utilized. See Mamouris (2023) <doi:10.1002/sim.9919> for an overview.
Authors:
ImputeLongiCovs_0.1.0.tar.gz
ImputeLongiCovs_0.1.0.zip(r-4.7-any)ImputeLongiCovs_0.1.0.zip(r-4.6-any)ImputeLongiCovs_0.1.0.zip(r-4.5-any)
ImputeLongiCovs_0.1.0.tgz(r-4.6-any)ImputeLongiCovs_0.1.0.tgz(r-4.5-any)
ImputeLongiCovs_0.1.0.tar.gz(r-4.7-any)ImputeLongiCovs_0.1.0.tar.gz(r-4.6-any)
ImputeLongiCovs_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
ImputeLongiCovs/json (API)
| # Install 'ImputeLongiCovs' in R: |
| install.packages('ImputeLongiCovs', repos = c('https://pmamouris.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- analyses_data - Analyses Data for imputing categorical covariates
- initial_data - Initial Data for imputing categorical covariates
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:be25a6c63e. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | NOTE | 106 | ||
| source / vignettes | OK | 200 | ||
| linux-release | NOTE | 108 | ||
| macos-release | NOTE | 171 | ||
| macos-oldrel | NOTE | 176 | ||
| windows-devel | NOTE | 52 | ||
| windows-release | NOTE | 61 | ||
| windows-oldrel | NOTE | 85 | ||
| wasm-release | OK | 84 |
Exports:create_probMatriximpute_categorical_covariates
Dependencies:nnet
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Analyses Data for imputing categorical covariates | analyses_data |
| create_probMatrix | create_probMatrix |
| impute_categorical_covariates | impute_categorical_covariates |
| Initial Data for imputing categorical covariates | initial_data |