Doubly multivariate linear models with block exchangeable distributed errors and site-dependent covariates

DOI10.1080/02664763.2021.1959529OpenAlexW3190462645MaRDI QIDQ5044673

Anuradha Roy, Timothy Opheim

Publication date: 2 November 2022

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

Full work available at URL: https://doi.org/10.1080/02664763.2021.1959529

zbMATH Keywords

Monte Carlo simulationsRao's score testhypothesis testscovariance structure modelsblock exchangeable covariance structure

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Linear regression; mixed models (62J05) Hypothesis testing in multivariate analysis (62H15) Applications of statistics (62Pxx)

Uses Software

• SAS
• SAS/STAT

Cites Work

• On matrix-variate regression analysis
• An adjusted likelihood ratio test for separability in unbalanced multivariate repeated measures data
• Hypothesis testing for independence under blocked compound symmetric covariance structure
• Analysis of multivariate skew normal models with incomplete data
• Applications of products to the generalized compound symmetry problem
• Testing the hypothesis of a block compound symmetric covariance matrix for elliptically contoured distributions
• Testing the equality of mean vectors for paired doubly multivariate observations in blocked compound symmetric covariance matrix setup
• On discrimination and classification with multivariate repeated measures data
• Linear models for multivariate repeated measures data with block exchangeable covariance structure
• Array Variate Random Variables with Multiway Kro- necker Delta Covariance Matrix Structure
• Estimating and Testing a Structured Covariance Matrix for Three-Level Multivariate Data
• Computation aspects of the parameter estimates of linear mixed effects model in multivariate repeated measures set-up
• Linear Models with Exchangeably Distributed Errors
• Multivariate t semiparametric mixed-effects model for longitudinal data with multiple characteristics
• Inference and diagnostics for heteroscedastic nonlinear regression models under skew scale mixtures of normal distributions
• Testing a block exchangeable covariance matrix
• Application of the theory of products of problems to certain patterned covariance matrices

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