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palasso: Sparse Regression with Paired Covariates
Implements sparse regression with paired covariates (<doi:10.1007/s11634-019-00375-6>). The paired lasso is designed for settings where each covariate in one set forms a pair with a covariate in the other set (one-to-one correspondence). For the optional correlation shrinkage, install ashr (<https://github.com/stephens999/ashr>) and CorShrink (<https://github.com/kkdey/CorShrink>) from GitHub (see README).
Getting started
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Package details |
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| Author | Armin Rauschenberger [aut, cre] (<https://orcid.org/0000-0001-6498-4801>) |
| Maintainer | Armin Rauschenberger <armin.rauschenberger@uni.lu> |
| License | GPL-3 |
| Version | 1.0.0 |
| URL | https://github.com/rauschenberger/palasso https://rauschenberger.github.io/palasso/ |
| Package repository | View on CRAN |
| Installation |
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