Influence analyses of skew-normal/independent linear mixed models

DOI10.1016/j.csda.2009.11.008zbMath1464.62195OpenAlexW1984010604MaRDI QIDQ962382

Filidor Vilca Labra, Narayanaswamy Balakrishnan, Victor Hugo Lachos, Camila Borelli Zeller

Publication date: 6 April 2010

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2009.11.008

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Linear regression; mixed models (62J05) Applications of statistics to biology and medical sciences; meta analysis (62P10) Diagnostics, and linear inference and regression (62J20)

Related Items (8)

Nonlinear mixed-effects models with scale mixture of skew-normal distributions ⋮ Influence Assessment in an Heteroscedastic Errors-in-Variables Model ⋮ Linear mixed models based on skew scale mixtures of normal distributions ⋮ Influence diagnostics for Student-tcensored linear regression models ⋮ On estimation and influence diagnostics for zero-inflated negative binomial regression models ⋮ Nonlinear regression models based on scale mixtures of skew-normal distributions ⋮ Diagnostic tests for the distribution of random effects in multivariate mixed effects models ⋮ Influence assessment in censored mixed-effects models using the multivariate Student's-\(t\) distribution

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Linear Mixed Models with Flexible Distributions of Random Effects for Longitudinal Data
• Robust linear mixed models with skew-normal independent distributions from a Bayesian perspective
• Influence analyses of nonlinear mixed-effects models
• On estimation and influence diagnostics for the Grubbs' model under heavy-tailed distributions
• Influence diagnostics in nonlinear mixed-effects elliptical models
• Assessment of local influence in elliptical linear models with longitudinal structure
• Three-step estimation in linear mixed models with skew-\(t\) distributions
• Local influence analysis of multivariate probit latent variable models
• Local Influence for Incomplete Data Models
• A Linear Mixed-Effects Model With Heterogeneity in the Random-Effects Population
• Smooth Random Effects Distribution in a Linear Mixed Model
• Local Influence Analysis for Skew-Normal Linear Mixed Models
• Influence Diagnostics for a Skew Extension of the Grubbs Measurement Error Model
• Conformal Normal Curvature and Assessment of Local Influence
• The multivariate skew-normal distribution
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• Local Influence in Linear Mixed Models
• Robust Linear Mixed Models with Normal/Independent Distributions and Bayesian MCMC Implementation
• Likelihood-Based Inference for Multivariate Skew-Normal Regression Models

This page was built for publication: Influence analyses of skew-normal/independent linear mixed models