Influence diagnostics for elliptical semiparametric mixed models

DOI10.1177/1471082X1001200203zbMath1420.62175OpenAlexW2329290930MaRDI QIDQ5233485

Germán Ibacache-Pulgar, Manuel Galea, Gilberto A. Paula

Publication date: 11 September 2019

Published in: Statistical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/1471082x1001200203

zbMATH Keywords

sensitivity analysiselliptical distributionsrobust estimatesnonparametric modelsmaximum penalized likelihood estimates

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Nonparametric robustness (62G35) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

Related Items (10)

The multinomial logistic regression model for predicting the discharge status after liver transplantation: estimation and diagnostics analysis ⋮ Elliptical linear mixed models with a covariate subject to measurement error ⋮ An extension of the partially linear Rice regression model for bimodal and correlated data ⋮ Influence measures in nonparametric regression model with symmetric random errors ⋮ Unnamed Item ⋮ On elliptical multilevel models ⋮ Heteroscedastic log-exponentiated Weibull regression model ⋮ Local influence for elliptical partially varying-coefficient model ⋮ On influence diagnostics in elliptical multivariate regression models with equicorrelated random errors ⋮ Partially linear censored regression models using heavy-tailed distributions: a Bayesian approach

Uses Software

• GAMLSS

Cites Work

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• Random-Effects Models for Longitudinal Data
• Local influence for Student-\(t\) partially linear models
• Assessment of local influence in elliptical linear models with longitudinal structure
• Estimating the dimension of a model
• Growth curve models and statistical diagnostics
• Local influence in multivariate elliptical linear regression models
• Influence diagnostics in semiparametric regression models.
• Randomization Analysis of the Completely Randomized Design Extended to Growth and Response Curves
• Diagnostics for Mixed-Model Analysis of Variance
• Penalized Likelihood for General Semi-Parametric Regression Models
• Mixed Effects Smoothing Spline Analysis of Variance
• Semiparametric Stochastic Mixed Models for Longitudinal Data
• Robustness of the student t based M-estimator
• Estimation in a semiparametric model for longitudinal data with unspecified dependence structure
• Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models
• Local Influence in Linear Mixed Models
• Multivariate Elliptically Contoured Distributions for Repeated Measurements
• Assessing Influence in Regression Analysis with Censored Data
• Influence Diagnostics for Elliptical Multivariate Linear Regression Models
• Local Influence Analysis for Penalized Gaussian Likelihood Estimators in Partially Linear Models
• Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
• Assessment of variance components in elliptical linear mixed models
• Robustness for general design mixed models using thet-distribution
• Generalized Additive Models for Location, Scale and Shape
• Linear mixed models for longitudinal data

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