Package: icdGLM 1.0.0
icdGLM: EM by the Method of Weights for Incomplete Categorical Data in Generlized Linear Models
Provides an estimator for generalized linear models with incomplete data for discrete covariates. The estimation is based on the EM algorithm by the method of weights by Ibrahim (1990) <doi:10.2307/2290013>.
Authors:
icdGLM_1.0.0.tar.gz
icdGLM_1.0.0.zip(r-4.7)icdGLM_1.0.0.zip(r-4.6)icdGLM_1.0.0.zip(r-4.5)
icdGLM_1.0.0.tgz(r-4.6-any)icdGLM_1.0.0.tgz(r-4.5-any)
icdGLM_1.0.0.tar.gz(r-4.7-any)icdGLM_1.0.0.tar.gz(r-4.6-any)
icdGLM_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
icdGLM/json (API)
| # Install 'icdGLM' in R: |
| install.packages('icdGLM', repos = c('https://sdlugosz.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- Leukemia.data - Survival Times of 33 Leukemia Patients
- TLI.data - TLI Study of 82 Patients
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:139cd71c9c. Checks:7 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | NOTE | 110 | ||
| source / vignettes | OK | 146 | ||
| linux-release-x86_64 | NOTE | 112 | ||
| macos-release-arm64 | NOTE | 95 | ||
| macos-oldrel-arm64 | NOTE | 103 | ||
| windows-devel | NOTE | 81 | ||
| windows-release | NOTE | 72 | ||
| windows-oldrel | NOTE | 73 | ||
| wasm-release | OK | 96 |
Exports:expand_dataicdglmicdglm.fit
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Complete incomplete data | expand_data |
| EM by the Method of Weights for Incomplete Data in GLMs | icdglm |
| EM by the Method of Weights for Incomplete Data in GLMs (Algorithm) | icdglm.fit |
| Survival Times of 33 Leukemia Patients | Leukemia.data |
| Summarizing Output of an EM Algorithm by the Method of Weights Using GLMs | summary.icdglm |
| TLI Study of 82 Patients | TLI.data |
