Case-Deletion Diagnostics for Mixed Models
From MaRDI portal
Publication:4029697
DOI10.2307/1269550zbMath0761.62098OpenAlexW2113037126MaRDI QIDQ4029697
Larry M. Pearson, Ronald Christensen
Publication date: 1 April 1993
Published in: Technometrics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.2307/1269550
fixed effectsrandom effectsvariance componentsleverageKrigingCook's distancecase-deletion diagnosticsmixed linear modelsdetecting influential observations
Analysis of variance and covariance (ANOVA) (62J10) Diagnostics, and linear inference and regression (62J20)
Related Items
Use of likelihood ratio tests to detect outliers under the variance shift outlier model, Diagnostics for repeated measurements in generalized linear mixed effects models, Cook's distance for generalized linear mixed models, Influence on tests with focus on linear models, Local influence in multilevel regression for growth curves, Effects of Residual Smoothing on the Posterior of the Fixed Effects in Disease‐Mapping Models, multiple and conditional deletion diagnostics for general linear models, Influence diagnostics and outlier tests for varying coefficient mixed models, On estimation and diagnostics analysis in log-generalized gamma regression model for interval-censored data, A unified approach on residuals, leverages and outliers in the linear mixed model, Maximum-likelihood estimation and influence analysis in multivariate skew-normal reproductive dispersion mixed models for longitudinal data, Case deletion diagnostics for GMM estimation, A case-deletion diagnostic for penalized calibration estimators and BLUP under linear mixed models in survey sampling, Local Influence Analysis in AB-BA Crossover Designs, Multiple Cases Deletion Diagnostics for Linear Mixed Models, Simple outlier detection for a multi‐environmental field trial, Graphical Tools for Detecting Departures from Linear Mixed Model Assumptions and Some Remedial Measures, Influence measures and outliers detection in linear mixed measurement error models with Ridge estimation, Information content of stepped wedge designs under the working independence assumption, Numerical strategies for recursive least squares solutions to the matrix equation AX = B, Three-fold Fay-Herriot model for small area estimation and its diagnostics, On estimation and influence diagnostics for zero-inflated negative binomial regression models, Residual analysis of linear mixed models using a simulation approach, Diagnostic procedures in Birnbaum-Saunders nonlinear regression models, Regression Diagnostic under Model Misspecification, Case-deletion Influence Measures for the Data from Multivariate t Distributions, High-dimensional influence measure, Local influence in multilevel models, Leverage analysis for linear mixed models, Perturbation and scaled Cook's distance, Analysis of local influence in geostatistics using Student'st-distribution, A variance shift model for detection of outliers in the linear mixed model, Influence diagnostics in nonlinear reproductive dispersion models., A variance shift model for detection of outliers in the linear measurement error model, Detection of outliers in multilevel models, Checking the assumptions in mixed-model analysis of variance: a residual analysis approach, Influence analysis for count data based on generalized Poisson regression models, Influence analysis of additive mixed-effects nonlinear regression models via EM algorithm, Local influence analysis for semiparametric reproductive dispersion nonlinear models, Case deletion diagnostics in multilevel models, Estimating large-scale general linear and seemingly unrelated regressions models after deleting observations, Mixed model prediction and small area estimation. (With comments of P. Hall, D. Morales, C. N. Morris, J. N. K. Rao, and J. L. Eltinge), Influence analyses of nonlinear mixed-effects models, Assessment of diagnostic procedures in symmetrical nonlinear regression models, The log-exponentiated Weibull regression model for interval-censored data, Log-Weibull extended regression model: estimation, sensitivity and residual analysis, Bayesian estimation and influence diagnostics of generalized partially linear mixed-effects models for longitudinal data, Influence analysis in nonlinear models with random effects, Influence Diagnostics and Outlier Tests for Semiparametric Mixed Models, Diagnostics analysis in censored generalized Poisson regression model, Influence Diagnostics of Semiparametric Nonlinear Reproductive Dispersion Models, Local Influence to Detect Influential Data Structures for Generalized Linear Mixed Models, Influence analysis of linear models with random effects, Influence assessment in censored mixed-effects models using the multivariate Student's-\(t\) distribution, Residuals and leverages in the linear mixed measurement error models, A Useful Matrix Decomposition and Its Statistical Applications in Linear Regression, Testing transformations for the linear mixed model, Diagnostics analysis for log-Birnbaum-Saunders regression models, Log-modified Weibull regression models with censored data: sensitivity and residual analysis, On simultaneous best linear unbiased prediction of future order statistics and associated properties, Evaluation of Linear Mixed Model Case Deletion Diagnostic Tools by Monte Carlo Simulation, Influence diagnostics in nonlinear reproductive dispersion mixed models, The mean-shift outlier model in general weighted regression and its applications., Outliers detection in multivariate spatial linear models, Assessing Influence on the Liu Estimates in Linear Regression Models, Cook's distance in linear longitudinal models, Explicit influence analysis in two-treatment balanced crossover models