Variable selection with LASSO regression for complex survey data
type: Item
instance of: scholarly article
title: Variable selection with LASSO regression for complex survey data
author: Amaia Iparragirre
author: Thomas Lumley
author: Irantzu Barrio
author: Inmaculada Arostegui
published in: Stat
publication date: 2024-06-03T00:00:00Z
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7858706
zbMATH Keywords: complex survey data
zbMATH Keywords: cross-validation
zbMATH Keywords: LASSO regression
zbMATH Keywords: replicate weights
zbMATH Keywords: variable selection
MaRDI profile type: Publication
cites work: On the Variances of Asymptotically Normal Estimators from Complex Surveys
cites work: Q4178320
cites work: The Elements of Statistical Learning
cites work: An Introduction to Statistical Learning
cites work: Fitting regression models to survey data
cites work: Bayesian comparison of latent variable models: conditional versus marginal likelihoods
cites work: The Role of Sampling Weights When Modeling Survey Data
cites work: Resampling Inference With Complex Survey Data
cites work: Q3747546
cites work: Q3993413
cites work: Q3492646
cites work: Ignorable and informative designs in survey sampling inference
cites work: Q4864293
cites work: \(K\)-fold cross-validation for complex sample surveys
cites work: Introduction to variance estimation
DOI: 10.1002/STA4.578
description: scientific article; zbMATH DE number 7858706