Package: RealVAMS 0.5.0
RealVAMS: Multivariate VAM Fitting
Fits a multivariate value-added model (VAM), see Broatch, Green, and Karl (2018) <doi:10.32614/RJ-2018-033> and Broatch and Lohr (2012) <doi:10.3102/1076998610396900>, with normally distributed test scores and a binary outcome indicator. A pseudo-likelihood approach, Wolfinger (1993) <doi:10.1080/00949659308811554>, is used for the estimation of this joint generalized linear mixed model. The inner loop of the pseudo-likelihood routine (estimation of a linear mixed model) occurs in the framework of the EM algorithm presented by Karl, Yang, and Lohr (2013) <doi:10.1016/j.csda.2012.10.004>. This material is based upon work supported by the National Science Foundation under grants DRL-1336027 and DRL-1336265.
Authors:
RealVAMS_0.5.0.tar.gz
RealVAMS_0.5.0.zip(r-4.7-x86_64)RealVAMS_0.5.0.zip(r-4.7-arm64)RealVAMS_0.5.0.zip(r-4.6-x86_64)RealVAMS_0.5.0.zip(r-4.6-arm64)RealVAMS_0.5.0.zip(r-4.5-x86_64)
RealVAMS_0.5.0.tgz(r-4.6-x86_64)RealVAMS_0.5.0.tgz(r-4.6-arm64)RealVAMS_0.5.0.tgz(r-4.5-x86_64)RealVAMS_0.5.0.tgz(r-4.5-arm64)
RealVAMS_0.5.0.tar.gz(r-4.7-arm64)RealVAMS_0.5.0.tar.gz(r-4.7-x86_64)RealVAMS_0.5.0.tar.gz(r-4.6-arm64)RealVAMS_0.5.0.tar.gz(r-4.6-x86_64)
RealVAMS_0.5.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
RealVAMS/json (API)
| # Install 'RealVAMS' in R: |
| install.packages('RealVAMS', repos = c('https://akarl46556.r-universe.dev', 'https://cloud.r-project.org')) |
- example.outcome.data - Simulated Data
- example.score.data - Simulated Data
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:29a736a3ed. Checks:15 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 202 | ||
| linux-devel-x86_64 | OK | 165 | ||
| source / vignettes | OK | 238 | ||
| linux-release-arm64 | OK | 197 | ||
| linux-release-x86_64 | OK | 203 | ||
| macos-release-arm64 | OK | 192 | ||
| macos-release-x86_64 | OK | 329 | ||
| macos-oldrel-arm64 | OK | 169 | ||
| macos-oldrel-x86_64 | OK | 368 | ||
| windows-devel-arm64 | OK | 296 | ||
| windows-devel-x86_64 | OK | 226 | ||
| windows-release-arm64 | OK | 295 | ||
| windows-release-x86_64 | OK | 173 | ||
| windows-oldrel-x86_64 | OK | 194 | ||
| wasm-release | OK | 125 |
Exports:RealVAMS
Dependencies:latticeMatrixnumDerivRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Multivariate VAM Fitting | RealVAMS-package |
| Simulated Data | example.outcome.data |
| Simulated Data | example.score.data |
| Plot a RealVAMS fit | plot.RealVAMS |
| Print a RealVAMS fit or summary | print.RealVAMS print.summary.RealVAMS |
| Multivariate VAM Fitting | RealVAMS |
| Summarize a RealVAMS fit | summary.RealVAMS |