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Robust estimation in partial linear mixed model for longitudinal data - MaRDI portal

Robust estimation in partial linear mixed model for longitudinal data (Q1003901)

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scientific article; zbMATH DE number 5524053
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Robust estimation in partial linear mixed model for longitudinal data
scientific article; zbMATH DE number 5524053

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    Robust estimation in partial linear mixed model for longitudinal data (English)
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    6 March 2009
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    The authors employed robust generalized estimating equations to analyze partial linear mixed models for longitudinal data. This work is significant. I would like to recommend the paper for publication subject to some minor revisions, which would take the following comments into consideration: 1. Describe the relationships between this paper and the former authors' paper, Robust estimation in generalized semiparametric mixed models for longitudinal data. J. Multivariate Anal. 98, No. 8, 1658--1683 (2007; Zbl 1122.62029). 2. Is it necessary to assume that \(e_{ij}\sim N (0, \sigma^2_o)?\) 3. Correct grammatical errors.
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    generalized estimating equations
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    longitudinal data
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    Metropolis algorithm
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    mixed effects
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    partial linear models
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    robustness
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