Empirical best prediction for small-area inference based on generalized linear mixed models
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Publication:1869084
DOI10.1016/S0378-3758(02)00293-8zbMath1033.62067OpenAlexW1987595431MaRDI QIDQ1869084
Publication date: 9 April 2003
Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0378-3758(02)00293-8
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Cites Work
- Unnamed Item
- Unnamed Item
- Small area estimation: an appraisal. With comments and a rejoinder by the authors
- On measures of uncertainty of empirical Bayes small-area estimators
- A Model-Based Approach to Estimation for Small Subgroups of a Population
- Empirical Bayes Confidence Intervals Based on Bootstrap Samples
- Standard Errors of Prediction in Generalized Linear Mixed Models
- Generalized Linear Models for Small-Area Estimation
- Consistent Estimators in Generalized Linear Mixed Models
- Bootstrap adjustments for empirical bayes interval estimates of small-area proportions
- Small Area Inference for Binary Variables in the National Health Interview Survey
- Robust Estimation of Mean Squared Error of Small Area Estimators
- Stein's Estimation Rule and Its Competitors--An Empirical Bayes Approach
- The Estimation of the Mean Squared Error of Small-Area Estimators
- Empirical best prediction for small area inference with binary data
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