Assessment of variance components in nonlinear mixed-effects elliptical models

DOI10.1007/s11749-011-0262-2zbMath1284.62134OpenAlexW2005391923MaRDI QIDQ1936533

Reiko Aoki, Cibele M. Russo, Gilberto A. Paula

Publication date: 5 February 2013

Published in: Test (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11749-011-0262-2

zbMATH Keywords

hypothesis testingnonlinear modelselliptical distributionsvariance componentsscore tests

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric hypothesis testing (62F03) Robustness and adaptive procedures (parametric inference) (62F35) General nonlinear regression (62J02) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (8)

Influence diagnostics in possibly asymmetric circular-linear multivariate regression models ⋮ Fast inference for robust nonlinear mixed-effects models ⋮ Inference of nonlinear mixed models for clustered data under moment conditions ⋮ Influence diagnostics in heteroscedastic and/or autoregressive nonlinear elliptical models for correlated data ⋮ Inference for mixed models of ANOVA type with high-dimensional data ⋮ Variance Components Testing in <scp>ANOVA</scp>‐Type Mixed Models ⋮ A residual-based test for variance components in linear mixed models ⋮ Profile maximal likelihood estimation for non linear mixed models with longitudinal data

Cites Work

• A note on influence diagnostics in nonlinear mixed-effects elliptical models
• Estimation in nonlinear mixed-effects models using heavy-tailed distributions
• Restricted methods in symmetrical linear regression models
• Influence diagnostics in nonlinear mixed-effects elliptical models
• Likelihood ratio tests for variance components in linear mixed models
• Assessment of local influence in elliptical linear models with longitudinal structure
• Generalization of likelihood ratio tests under nonstandard conditions
• The Use of Score Tests for Inference on Variance Components
• On Variance Components in Semiparametric Mixed Models for Longitudinal Data
• Local sensitivity and diagnostic tests
• Asymptotic distribution of test statistics in the analysis of moment structures under inequality constraints
• A multivariate generalization of the power exponential family of distributions
• A Score Test Against One-Sided Alternatives

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