svyVarSel1.0.1 package

Variable Selection for Complex Survey Data

replicate.weights

Replicate weights

welnet.plot

Plot welnet object

welnet

Weighted (linear or logistic) elastic-nets for complex survey data

wlasso.plot

Plot weighted LASSO object

wlasso

Weighted LASSO prediction models for complex survey data

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Fit design-based linear and logistic elastic nets with complex survey data considering the sampling design when defining training and test sets using replicate weights. Methods implemented in this package are described in: A. Iparragirre, T. Lumley, I. Barrio, I. Arostegui (2024) <doi:10.1002/sta4.578>.

  • Maintainer: Amaia Iparragirre
  • License: GPL (>= 3)
  • Last published: 2024-10-15