Time varying mixed effects model with fused lasso regularization

DOI10.1080/02664763.2020.1791805OpenAlexW3041302499MaRDI QIDQ5861615

Jaehong Yu, Hua Zhong

Publication date: 1 March 2022

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8259314

zbMATH Keywords

regularizationlongitudinal analysisfused Lassolinear mixed effect modeltime-varying fixed effect

Mathematics Subject Classification ID

Applications of statistics (62Pxx)

Related Items (1)

Editorial to special issue Frontiers of Data Analysis

Cites Work

• Unnamed Item
• Random-Effects Models for Longitudinal Data
• Model selection in linear mixed effect models
• The solution path of the generalized lasso
• Estimation of the covariance matrix of random effects in longitudinal studies
• Estimation for High-Dimensional Linear Mixed-Effects Models Using ℓ1-Penalization
• Variable Selection for Semiparametric Mixed Models in Longitudinal Studies
• Semiparametric Stochastic Mixed Models for Longitudinal Data
• Varying-coefficient models and basis function approximations for the analysis of repeated measurements
• Sparsity and Smoothness Via the Fused Lasso
• Time-varying coefficient models with ARMA–GARCH structures for longitudinal data analysis
• Semiparametric Bayesian hierarchical models for heterogeneous population in nonlinear mixed effect model: application to gastric emptying studies
• Degree course change and student performance: a mixed-effect model approach
• Multiple-index varying-coefficient models for longitudinal data
• Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
• Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
• Quadratic Inference Functions for Varying‐Coefficient Models with Longitudinal Data

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