Paired Lasso Regression

Implements sparse regression with paired covariates (Rauschenberger et al. 2019). For the optional shrinkage, install ashr (<>) and CorShrink (<>) from GitHub (see README).

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Sparse regression with paired covariates (extending glmnet).


Install the current release from CRAN, or the latest development version from GitHub:



A Rauschenberger, I Ciocanea-Teodorescu, RX Menezes, MA Jonker, and MA van de Wiel (2018). “Sparse regression with paired covariates”. Manuscript in preparation.

CRANversion CRAN RStudio mirrordownloads Total CRANdownloads


palasso 0.0.2 (2018-10-26)

  • internal weight estimation

palasso 0.0.1 (2018-05-31)

  • Added functions
  • Added help pages
  • Added vignette

Reference manual

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0.0.3 by Armin Rauschenberger, a day ago

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Browse source code at

Authors: Armin Rauschenberger [aut, cre]

Documentation:   PDF Manual  

GPL-3 license

Imports glmnet, Matrix, survival

Suggests knitr, testthat, pROC, edgeR

Enhances ashr, CorShrink

See at CRAN