Package: pemultinom 0.1.1
pemultinom: L1-Penalized Multinomial Regression with Statistical Inference
We aim for fitting a multinomial regression model with Lasso penalty and doing statistical inference (calculating confidence intervals of coefficients and p-values for individual variables). It implements 1) the coordinate descent algorithm to fit an l1-penalized multinomial regression model (parameterized with a reference level); 2) the debiasing approach to obtain the inference results, which is described in "Tian, Y., Rusinek, H., Masurkar, A. V., & Feng, Y. (2024). L1‐Penalized Multinomial Regression: Estimation, Inference, and Prediction, With an Application to Risk Factor Identification for Different Dementia Subtypes. Statistics in Medicine, 43(30), 5711-5747."
Authors:
pemultinom_0.1.1.tar.gz
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pemultinom_0.1.1.tgz(r-4.5-x86_64)pemultinom_0.1.1.tgz(r-4.5-arm64)pemultinom_0.1.1.tgz(r-4.4-x86_64)pemultinom_0.1.1.tgz(r-4.4-arm64)pemultinom_0.1.1.tgz(r-4.3-x86_64)pemultinom_0.1.1.tgz(r-4.3-arm64)
pemultinom_0.1.1.tar.gz(r-4.5-noble)pemultinom_0.1.1.tar.gz(r-4.4-noble)
pemultinom_0.1.1.tgz(r-4.4-emscripten)pemultinom_0.1.1.tgz(r-4.3-emscripten)
pemultinom.pdf |pemultinom.html✨
pemultinom/json (API)
# Install 'pemultinom' in R: |
install.packages('pemultinom', repos = c('https://ytstat.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 months agofrom:628a435d11. Checks:12 OK. Indexed: yes.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Mar 30 2025 |
R-4.5-win-x86_64 | OK | Mar 30 2025 |
R-4.5-mac-x86_64 | OK | Mar 30 2025 |
R-4.5-mac-aarch64 | OK | Mar 30 2025 |
R-4.5-linux-x86_64 | OK | Mar 30 2025 |
R-4.4-win-x86_64 | OK | Mar 30 2025 |
R-4.4-mac-x86_64 | OK | Mar 30 2025 |
R-4.4-mac-aarch64 | OK | Mar 30 2025 |
R-4.4-linux-x86_64 | OK | Mar 30 2025 |
R-4.3-win-x86_64 | OK | Mar 30 2025 |
R-4.3-mac-x86_64 | OK | Mar 30 2025 |
R-4.3-mac-aarch64 | OK | Mar 30 2025 |
Exports:cv.pemultinomdebiased_lassopredict_pemultinom
Dependencies:codetoolsdoParallelforeachiteratorslpSolvemagrittrnnetRcpp