Estimation of the parameters of the extended growth curve model under multivariate skew normal distribution

DOI10.1016/j.jmva.2018.02.008zbMath1499.62171OpenAlexW2789552335MaRDI QIDQ1749987

Sayantee Jana, Jemila S. Hamid, Narayanaswamy Balakrishnan

Publication date: 17 May 2018

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

Full work available at URL: https://doi.org/10.1016/j.jmva.2018.02.008

zbMATH Keywords

Newton-Raphson methodmultivariate skew normal distributionextended growth curve modelmatrix estimationlongitudinal analysisrestricted expectation-maximization algorithm

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Hypothesis testing in multivariate analysis (62H15) Exact distribution theory in statistics (62E15) Approximations to statistical distributions (nonasymptotic) (62E17) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (4)

Graphical analysis of residuals in multivariate growth curve models and applications in the analysis of longitudinal data ⋮ Score tests for intercept and slope parameters of doubly multivariate linear models with skew-normal errors ⋮ Estimation of the parameters of the extended growth curve model under multivariate skew normal distribution ⋮ Growth curve mixture models with unknown covariance structures

Uses Software

• sn

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