INFLUENTIAL OBSERVATION IDENTIFICATION IN THE GROWTH CURVE MODEL WITH RAO'S SIMPLE COVARIANCE STRUCTURE

DOI10.1081/STA-120003654zbMath1075.62566OpenAlexW2034922032MaRDI QIDQ4449029

Jian-Xin Pan

Publication date: 4 February 2004

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1081/sta-120003654

zbMATH Keywords

Growth curve modelInfluential observationStatistical diagnosticsCase-deletionConfidence ellipsoidCook-type distance

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Linear regression; mixed models (62J05)

Related Items

Discordant outlier detection in the growth curve model with Rao's simple covariance structure ⋮ Assessment of local influence in elliptical linear models with longitudinal structure

Cites Work

• Maximum likelihood estimators in multivariate linear normal models
• Influential observation in the growth curve model with unstructured covariance matrix
• Local influence assessment in the growth curve model with unstructured covariance
• Discordant outlier detection in the growth curve model with Rao's simple covariance structure
• A note on a Manova model applied to problems in growth curve
• The growth curve model: a review
• Prediction and Estimation of Growth Curves With Special Covariance Structures
• Moments for matrix normal variables
• A generalized multivariate analysis of variance model useful especially for growth curve problems
• The theory of least squares when the parameters are stochastic and its application to the analysis of growth curves