The \(\mathrm{r}\)-\(\mathrm{d}\) class predictions in linear mixed models
type: Item
instance of: scholarly article
title: The \(\mathrm{r}\)-\(\mathrm{d}\) class predictions in linear mixed models
zbMATH Open document ID: 1470.62106
author: Özge Kuran
publication date: 2021-08-05T00:00:00Z
Mathematics Subject Classification ID: 62J05
Mathematics Subject Classification ID: 62J07
Mathematics Subject Classification ID: 62H25
zbMATH DE Number: 7379121
zbMATH Keywords: multicollinearity
zbMATH Keywords: best linear unbiased predictor
zbMATH Keywords: principal components regression predictor
zbMATH Keywords: Liu predictor
zbMATH Keywords: \(\mathrm{r}\)-\(\mathrm{d}\) class predictor
MaRDI profile type: Publication
full work available at URL: jiip-2019-0069
OpenAlex ID: W3042824526
cites work: Generalization bounds for ranking algorithms via algorithmic stability
cites work: Q3740183
cites work: Nonnegative and positive definiteness of matrices modified by two matrices of rank one
cites work: On regularization algorithms in learning theory
cites work: Multi-parameter regularization techniques for ill-conditioned linear systems
cites work: The convergence rate of a regularized ranking algorithm
cites work: Aggregation of regularized solutions from multiple observation models
cites work: Q3609562
cites work: Q4243442
cites work: Subset Ranking Using Regression
cites work: 10.1162/1532443041827916
cites work: Average Information REML: An Efficient Algorithm for Variance Parameter Estimation in Linear Mixed Models
cites work: Adaptive estimation of linear functionals in Hilbert scales from indirect white noise observa\-tions
cites work: The Estimation of Environmental and Genetic Trends from Records Subject to Culling
cites work: Ridge Regression: Biased Estimation for Nonorthogonal Problems
cites work: Q3571230
cites work: Combining the Liu-type estimator and the principal component regression estimator
cites work: Multi-parameter Tikhonov regularization
cites work: Principal component analysis.
cites work: COMBINING THE LIU ESTIMATOR AND THE PRINCIPAL COMPONENT REGRESSION ESTIMATOR
cites work: Bayes Factors
cites work: A linear functional strategy for regularized ranking
cites work: Using Liu-Type Estimator to Combat Collinearity
cites work: A new class of blased estimate in linear regression
cites work: General ridge predictors in a mixed linear model
cites work: Approximate inverse for linear and some nonlinear problems
cites work: Direct estimation of linear functionals from indirect noisy observations
cites work: A Monte Carlo Evaluation of Some Ridge-Type Estimators
cites work: The r – d class estimator in generalized linear models: applications on gamma, Poisson and binomial distributed responses
cites work: An evaluation of ridge estimator in linear mixed models: an example from kidney failure data
cites work: Superiority of the \(r\)-\(d\) class estimator over some estimators by the mean square error matrix criterion
cites work: The Restricted and Unrestricted Two-Parameter Estimators
cites work: Principal components regression and \(r-k\) class predictions in linear mixed models
cites work: A further prediction method in linear mixed models: Liu prediction
cites work: A Small Area Predictor under Area-Level Linear Mixed Models with Restrictions
cites work: Mixed-Effects Models in S and S-PLUS
cites work: A generalized multivariate analysis of variance model useful especially for growth curve problems
cites work: Linear Statistical Inference and its Applications
cites work: Linear models. Least squares and alternatives
cites work: That BLUP is a good thing: The estimation of random effects. With comments and a rejoinder by the author
cites work: Q3218902
cites work: Q3532975
cites work: Learning theory estimates via integral operators and their approximations
cites work: Good ridge estimators based on prior information
cites work: Q4261757
cites work: On the Principal Component Liu-type Estimator in Linear Regression
cites work: A Further Study of Predictions in Linear Mixed Models
DOI: 10.1515/JIIP-2019-0069
published in: Journal of Inverse and Ill-posed Problems
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description: scientific article; zbMATH DE number 7379121