Overview | Background | Models | LCDA (class-specific mixtures) | CCLCDA (common components) | Estimation and model selection | Example: CCL-CDA2 on Iris | References
Package: lcda 0.3.3
lcda: Latent Class Discriminant Analysis
Providing a method for Local Discrimination via Latent Class Models. The approach is described in <https://www.r-project.org/conferences/useR-2009/abstracts/pdf/Bucker.pdf>.
Authors:
lcda_0.3.3.tar.gz
lcda_0.3.3.zip(r-4.7)lcda_0.3.3.zip(r-4.6)lcda_0.3.3.zip(r-4.5)
lcda_0.3.3.tgz(r-4.6-any)lcda_0.3.3.tgz(r-4.5-any)
lcda_0.3.3.tar.gz(r-4.7-any)lcda_0.3.3.tar.gz(r-4.6-any)
lcda_0.3.3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
lcda/json (API)
| # Install 'lcda' in R: |
| install.packages('lcda', repos = c('https://mchlbckr.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/mchlbckr/lcda/issues
Last updated from:32882da21a. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 139 | ||
| source / vignettes | OK | 184 | ||
| linux-release-x86_64 | OK | 145 | ||
| macos-release-arm64 | OK | 76 | ||
| macos-oldrel-arm64 | OK | 87 | ||
| windows-devel | OK | 67 | ||
| windows-release | OK | 77 | ||
| windows-oldrel | OK | 76 | ||
| wasm-release | OK | 110 |
Dependencies:MASSpoLCAscatterplot3d
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Common Components Latent Class Discriminant Analysis (CCLCDA) | cclcda cclcda.default cclcda.formula |
| Common Components Latent Class Discriminant Analysis 2 (CCLCDA2) | cclcda2 cclcda2.default cclcda2.formula |
| Latent Class Discriminant Analysis (LCDA) | lcda lcda.default lcda.formula |
| Predict method for Common Components Latent Class Discriminant Analysis (CCLCDA) | predict.cclcda |
| Predict method for Common Components Latent Class Discriminant Analysis 2 (CCLCDA2) | predict.cclcda2 |
| Predict method for Latent Class Discriminant Analysis (LCDA) | predict.lcda |
