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Fits nuclear norm penalized multivariate linear regression models using the fast iterative shrinkage-thresholding algorithm (FISTA) of Beck and Teboulle (2009) <doi:10.1137/080716542>. Provides fixed-penalty estimation, regularization paths, K-fold cross-validation, prediction, coefficient extraction, and diagnostic plots.
| Version: | 0.1.0 |
| Imports: | graphics, stats |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2026-11-08 |
| DOI: | 10.32614/CRAN.package.NNPreg (may not be active yet) |
| Author: | Mayukh Choudhury [aut, cre] |
| Maintainer: | Mayukh Choudhury <mayukh.iitb at gmail.com> |
| License: | MIT + file LICENSE |
| NeedsCompilation: | no |
| CRAN checks: | NNPreg results |
| Reference manual: | NNPreg.html , NNPreg.pdf |
| Package source: | NNPreg_0.1.0.tar.gz |
| Windows binaries: | r-devel: not available, r-release: NNPreg_0.1.0.zip, r-oldrel: not available |
| macOS binaries: | r-release (arm64): NNPreg_0.1.0.tgz, r-oldrel (arm64): NNPreg_0.1.0.tgz, r-release (x86_64): NNPreg_0.1.0.tgz, r-oldrel (x86_64): NNPreg_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
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