Package: mixedLSR 0.1.0
mixedLSR: Mixed, Low-Rank, and Sparse Multivariate Regression on High-Dimensional Data
Mixed, low-rank, and sparse multivariate regression ('mixedLSR') provides tools for performing mixture regression when the coefficient matrix is low-rank and sparse. 'mixedLSR' allows subgroup identification by alternating optimization with simulated annealing to encourage global optimum convergence. This method is data-adaptive, automatically performing parameter selection to identify low-rank substructures in the coefficient matrix.
Authors:
mixedLSR_0.1.0.tar.gz
mixedLSR_0.1.0.zip(r-4.5)mixedLSR_0.1.0.zip(r-4.4)mixedLSR_0.1.0.zip(r-4.3)
mixedLSR_0.1.0.tgz(r-4.5-any)mixedLSR_0.1.0.tgz(r-4.4-any)mixedLSR_0.1.0.tgz(r-4.3-any)
mixedLSR_0.1.0.tar.gz(r-4.5-noble)mixedLSR_0.1.0.tar.gz(r-4.4-noble)
mixedLSR_0.1.0.tgz(r-4.4-emscripten)mixedLSR_0.1.0.tgz(r-4.3-emscripten)
mixedLSR.pdf |mixedLSR.html✨
mixedLSR/json (API)
NEWS
| # Install 'mixedLSR' in R: |
| install.packages('mixedLSR', repos = c('https://alexanderjwhite.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alexanderjwhite/mixedlsr/issues
Pkgdown site:https://alexanderjwhite.github.io
Last updated 2 years agofrom:53427da448. Checks:1 OK, 8 WARNING. Indexed: yes.
| Target | Result | Latest binary |
|---|---|---|
| Doc / Vignettes | OK | Apr 01 2025 |
| R-4.5-win | WARNING | Apr 01 2025 |
| R-4.5-mac | WARNING | Apr 01 2025 |
| R-4.5-linux | WARNING | Apr 01 2025 |
| R-4.4-win | WARNING | Apr 01 2025 |
| R-4.4-mac | WARNING | Apr 01 2025 |
| R-4.4-linux | WARNING | Apr 01 2025 |
| R-4.3-win | WARNING | Apr 01 2025 |
| R-4.3-mac | WARNING | Apr 01 2025 |
Exports:bic_lsrmixed_lsrplot_lsrsimulate_lsrsimulate_responsesimulate_sparse
Dependencies:clicolorspacefansifarverggplot2gluegrpreggtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr
