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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
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cff-version: 1.2.0
message: 'To cite package "SplitReg" in publications use:'
type: software
license: GPL-2.0-or-later
title: 'SplitReg: Split Regularized Regression'
version: 1.0.2
doi: 10.32614/CRAN.package.SplitReg
abstract: Functions for computing split regularized estimators defined in Christidis,
  Lakshmanan, Smucler and Zamar (2019) <arXiv:1712.03561>. The approach fits linear
  regression models that split the set of covariates into groups. The optimal split
  of the variables into groups and the regularized estimation of the regression coefficients
  are performed by minimizing an objective function that encourages sparsity within
  each group and diversity among them. The estimated coefficients are then pooled
  together to form the final fit.
authors:
- family-names: Christidis
  given-names: Anthony
  email: anthony.christidis@stat.ubc.ca
- family-names: Smucler
  given-names: Ezequiel
  email: ezequiels.90@gmail.com
- family-names: Zamar
  given-names: Ruben
  email: ruben@stat.ubc.ca
repository: https://anthonychristidis.r-universe.dev
commit: d8ac6c2ff493f92dc36e49135486ea041386f7db
date-released: '2020-02-05'
contact:
- family-names: Christidis
  given-names: Anthony
  email: anthony.christidis@stat.ubc.ca