A two-step estimation method for grouped data with connections to the extended growth curve model and partial least squares regression

DOI10.1016/j.jmva.2015.03.011zbMath1320.62122OpenAlexW2079010295MaRDI QIDQ2350070

Ying Li, Dietrich von Rosen, Peter Udén

Publication date: 18 June 2015

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2015.03.011

zbMATH Keywords

Krylov spacegrouped dataPLSextended growth curve modeltwo-step method

Mathematics Subject Classification ID

Multivariate analysis (62H99) Estimation in multivariate analysis (62H12) Ridge regression; shrinkage estimators (Lasso) (62J07)

Cites Work

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• Maximum likelihood estimators in multivariate linear normal models
• A two-step PLS inspired method for linear prediction with group effect
• Maximum Likelihood Estimators in a Two Step Model for PLS
• Envelopes and Partial Least Squares Regression
• A generalized multivariate analysis of variance model useful especially for growth curve problems

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