On measures of uncertainty of empirical Bayes small-area estimators

From MaRDI portal
Publication:1869099

DOI10.1016/S0378-3758(02)00323-3zbMath1033.62007MaRDI QIDQ1869099

Ferry Butar Butar, Parthasarathi Lahiri

Publication date: 9 April 2003

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)




Related Items (40)

Small area estimation via unmatched sampling and linking modelsSmall area estimation with mixed models: a reviewThe Fay–Herriot model for multiply imputed data with an application to regional wealth estimation in GermanySmall area shrinkage estimationA Small Area Predictor under Area-Level Linear Mixed Models with RestrictionsTransforming response values in small area predictionMean-Squared errors of small area estimators under a multivariate linear model for repeated measures dataEstimating variance of random effects to solve multiple problems simultaneouslyConstrained empirical Bayes estimator and its uncertainty in normal linear mixed modelsMulti-Goal Prior Selection: A Way to Reconcile Bayesian and Classical Approaches for Random Effects ModelsBenchmarked estimates in small areas using linear mixed models with restrictionsRobust estimation of mean squared prediction error in small‐area estimationAn empirical comparison of various MSPE estimators and associated prediction intervals for small area meansSmall area estimation with spatially varying natural exponential familiesTransformed Fay-Herriot model with measurement error in covariatesSmall area estimation using survey weights under a nested error linear regression model with structural measurement errorBootstrap mean squared error of a small-area EBLUPMixed model prediction and small area estimation. (With comments of P. Hall, D. Morales, C. N. Morris, J. N. K. Rao, and J. L. Eltinge)On Measuring Uncertainty of Benchmarked Predictors with Application to Disease Risk EstimateAn Applied Comparison of Area-Level Linear Mixed Models in Small Area EstimationAssessing different uncertainty measures of EBLUP: a resampling-based approachEmpirical best prediction under a nested error model with log transformationObserved best selective prediction in small area estimationBootstrap estimation of uncertainty in prediction for generalized linear mixed modelsAn adaptive hierarchical Bayes quality measurement planNon-Parametric Small Area Estimation Using Penalized Spline RegressionSmall area estimation under Fay–Herriot models with non-parametric estimation of heteroscedasticityEmpirical Bayes methods in nested error regression models with skew-normal errorsEstimation of the mean squared error of predictors of small area linear parameters under a logistic mixed modelAnalytic and bootstrap approximations of prediction errors under a multivariate Fay-Herriot modelParametric bootstrap methods for bias correction in linear mixed modelsA class of general adjusted maximum likelihood methods for desirable mean squared error estimation of EBLUP under the Fay-Herriot small area modelOn Parametric Bootstrap Methods for Small Area PredictionEmpirical best linear unbiased and empirical Bayes prediction in multivariate small area estimation.On Prediction for Correlated Domains in Longitudinal SurveysSingle- and two-stage cross-sectional and time series benchmarking procedures for small area estimationEmpirical Bayes estimation of median income of four-person families by state using time series and cross-sectional dataComparison of naïve, Kenward–Roger, and parametric bootstrap interval approaches to small-sample inference in linear mixed modelsEmpirical best prediction for small-area inference based on generalized linear mixed modelsEmpirical Bayes estimation smoothing of relative risks in disease mapping



Cites Work


This page was built for publication: On measures of uncertainty of empirical Bayes small-area estimators