Selection of terms in random coefficient regression models

DOI10.1080/02664763.2016.1273884OpenAlexW2566911051WikidataQ57588032 ScholiaQ57588032MaRDI QIDQ5138980

Francisco M. M. Rocha, Julio da Motta Singer

Publication date: 4 December 2020

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

Full work available at URL: https://doi.org/10.1080/02664763.2016.1273884

zbMATH Keywords

longitudinal datarepeated measurescovariance matrixrandom coefficient modelsmixed modelsparallel plots

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Model selection in linear mixed-effect models

Uses Software

• S-PLUS
• MEMSS

Cites Work

• Random-Effects Models for Longitudinal Data
• Model selection in linear mixed models
• Likelihood ratio tests for variance components in linear mixed models
• Fixed-effect variable selection in linear mixed models using \(R^2\) statistics
• Bioenvironmental and public health statistics
• Selecting mixed-effects models based on a generalized information criterion
• Mixed Models
• Serial correlation or random subject effects
• A two-stage model for growth curves which leads to Rao's covariance adjusted estimators
• Mixed-Effects Models in S and S-PLUS
• Variance Components Testing in the Longitudinal Mixed Effects Model
• Linear mixed models for longitudinal data
• Graphical Tools for Detecting Departures from Linear Mixed Model Assumptions and Some Remedial Measures

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