Package: cotram 0.5-1
cotram: Count Transformation Models
Count transformation models featuring parameters interpretable as discrete hazard ratios, odds ratios, reverse-time discrete hazard ratios, or transformed expectations. An appropriate data transformation for a count outcome and regression coefficients are simultaneously estimated by maximising the exact discrete log-likelihood using the computational framework provided in package 'mlt', technical details are given in Siegfried & Hothorn (2020) <doi:10.1111/2041-210X.13383>. The package also contains an experimental implementation of multivariate count transformation models with an application to multi-species distribution models <doi:10.48550/arXiv.2201.13095>.
Authors:
cotram_0.5-1.tar.gz
cotram_0.5-1.zip(r-4.5)cotram_0.5-1.zip(r-4.4)
cotram_0.5-1.tgz(r-4.4-any)
cotram_0.5-1.tar.gz(r-4.5-noble)cotram_0.5-1.tar.gz(r-4.4-noble)
cotram_0.5-1.tgz(r-4.4-emscripten)
cotram.pdf |cotram.html✨
cotram/json (API)
NEWS
# Install 'cotram' in R: |
install.packages('cotram', repos = c('https://r-forge.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://r-forge.r-project.org/projects/ctm
- spiders - Bavarian Forest Spider Data
Last updated 4 days agofrom:2e487b9312. Checks:OK: 5. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Sep 04 2024 |
R-4.5-win | OK | Sep 04 2024 |
R-4.5-linux | OK | Sep 04 2024 |
R-4.4-win | OK | Sep 04 2024 |
R-4.4-mac | OK | Sep 04 2024 |
Dependencies:alabamabasefunBBcodetoolsconeprojFormulalatticeMASSMatrixmltmultcompmvtnormnloptrnumDerivorthopolynompolynomqrngquadprogRcppRcppArmadillosandwichsurvivalTH.datatramvariableszoo
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Confidence Bands | confband confband.cotram |
Count Transformation Models | cotram |
Methods for Count Transformation Models | as.mlt.cotram logLik.cotram plot.cotram predict.cotram |
Multivariate Count Conditional Transformation Models | mcotram |
Bavarian Forest Spider Data | spiders |