On estimation in some reduced rank extended growth curve models

DOI10.3103/S1066530717040044OpenAlexW2776151455MaRDI QIDQ1702431

Tatjana von Rosen, Dietrich von Rosen

Publication date: 28 February 2018

Published in: Mathematical Methods of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3103/s1066530717040044

zbMATH Keywords

growth curve modelmaximum likelihood estimatormultivariate analysis of variancereduced rank model

Mathematics Subject Classification ID

Ridge regression; shrinkage estimators (Lasso) (62J07) Linear regression; mixed models (62J05)

Related Items (4)

Residuals in GMANOVA-MANOVA model with rank restrictions on parameters ⋮ Small area estimation using reduced rank regression models ⋮ Bilinear regression with random effects and reduced rank restrictions ⋮ Growth curve mixture models with unknown covariance structures

Cites Work

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• Statistical analysis of cointegration vectors
• Approach to an irregular time series on the basis of the fractal theory
• Separation theorems for singular values of matrices and their applications in multivariate analysis
• Reduced-rank regression for the multivariate linear model
• Maximum likelihood estimators in multivariate linear normal models
• Multivariate reduced-rank regression
• Canonical correlation analysis and reduced rank regression in autoregressive models
• Reduced-rank growth curve models
• Statistical inference on some mixed MANOVA-GMANOVA models with random effects
• A multivariate reduced-rank growth curve model with unbalanced data
• Regularized reduced rank growth curve models
• Reduced rank regression models with latent variables in Bayesian functional data analysis
• The growth curve model: a review
• An extension of the growth curve model
• Multivariate Repeated-Measurement or Growth Curve Models with Multivariate Random-Effects Covariance Structure
• Identification, Estimation and Large-Sample Theory for Regressions Containing Unobservable Variables
• Reduced Rank Discrimination
• THE REDUCED‐RANK GROWTH CURVE MODEL FOR DISCRIMINANT ANALYSIS OF LONGITUDINAL DATA
• A mixture of the manova and gmanova models
• Reduced Rank Models with Two Sets of Regressors
• Properties of the explicit estimators in the extended growth curve model
• A generalized multivariate analysis of variance model useful especially for growth curve problems
• Estimating Linear Restrictions on Regression Coefficients for Multivariate Normal Distributions
• Estimation and Hypothesis Testing of Cointegration Vectors in Gaussian Vector Autoregressive Models

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