Regression tree-based diagnostics for linear multilevel models

DOI10.1177/1471082X13494612OpenAlexW1974650278MaRDI QIDQ4970829

Jeffrey S. Simonoff

Publication date: 7 October 2020

Published in: Statistical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/1471082x13494612

zbMATH Keywords

longitudinal datanonlinearityheteroscedasticityclustered datagoodness-of-fit test

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (1)

Unbiased regression trees for longitudinal and clustered data

Uses Software

• R
• S-PLUS
• rpart
• MEMSS
• rpart.plot
• REEMtree

Cites Work

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• RE-EM trees: a data mining approach for longitudinal and clustered data
• Random-Effects Models for Longitudinal Data
• Mixed effects regression trees for clustered data
• On generalized multivariate decision tree by using GEE
• Tree-structured model diagnostics for linear regression
• Mixed-Effects Models in S and S-PLUS
• Diagnosing Explainable Heterogeneity of Variance in Random-Effects Models
• Residual Analysis for Linear Mixed Models
• A note on a hierarchical interpretation for negative variance components
• Problems in the Analysis of Survey Data, and a Proposal
• Linear mixed models for longitudinal data

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