Package: MIGEE 0.1.0
MIGEE: Impute Missing Values and Fitting Linear Mixed Effect Model
Implements methods for estimating generalized estimating equations (GEE) with advanced options for flexible modeling and handling missing data. This package provides tools to fit and analyze GEE models for longitudinal data, allowing users to address missingness using a variety of imputation techniques. It supports both univariate and multivariate modeling, visualization of missing data patterns, and facilitates the transformation of data for efficient statistical analysis. Designed for researchers working with complex datasets, it ensures robust estimation and inference in longitudinal and clustered data settings.
Authors:
MIGEE_0.1.0.tar.gz
MIGEE_0.1.0.zip(r-4.7-any)MIGEE_0.1.0.zip(r-4.6-any)MIGEE_0.1.0.zip(r-4.5-any)
MIGEE_0.1.0.tgz(r-4.6-any)MIGEE_0.1.0.tgz(r-4.5-any)
MIGEE_0.1.0.tar.gz(r-4.7-any)MIGEE_0.1.0.tar.gz(r-4.6-any)
MIGEE_0.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MIGEE/json (API)
| # Install 'MIGEE' in R: |
| install.packages('MIGEE', repos = c('https://atanubhattacharjee.r-universe.dev', 'https://cloud.r-project.org')) |
- logdata - Longitudinal clinical data for patients
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:57d89a44e4. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 164 | ||
| source / vignettes | OK | 205 | ||
| linux-release | OK | 150 | ||
| macos-release | OK | 157 | ||
| macos-oldrel | OK | 98 | ||
| windows-devel | OK | 120 | ||
| windows-release | OK | 104 | ||
| windows-oldrel | OK | 125 | ||
| wasm-release | OK | 120 |
Exports:flexImputeModel
Dependencies:backportsbitbit64bootbroomclassclicliprcodetoolscolorspacecpp11crayondata.tabledatawizardDEoptimRdplyre1071farverforcatsforeachgenericsggeffectsggplot2glmnetgluegtablehavenhmsinsightisobanditeratorsjomojsonlitelabelinglaekenlatticelifecyclelme4lmtestmagrittrMASSMatrixmiceminqamitmlnlmenloptrnnetnumDerivordinalpanpillarpkgconfigplyrprettyunitsprogressproxypurrrR6rangerrbibutilsRColorBrewerRcppRcppEigenRdpackreadrreformulasreshape2rlangrobustbaserpartS7scalesshapespstringistringrsurvivaltibbletidyrtidyselecttzdbucminfutf8vcdvctrsVIMviridisLitevroomwithrxgboostzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Flexible Missing Data Imputation and Statistical Modeling | flexImputeModel |
| Longitudinal clinical data for patients | logdata |