On conditional prediction errors in mixed models with application to small area estimation
DOI10.1016/J.JMVA.2016.02.009zbMath1341.62084arXiv1411.7759OpenAlexW1767176217MaRDI QIDQ276964
Tatsuya Kubokawa, Shonosuke Sugasawa
Publication date: 4 May 2016
Published in: Journal of Multivariate Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1411.7759
small area estimationmixed modelrandom effectbinomial-beta mixture modelconditional mean squared errorFay-Herriot modelnatural exponential family with quadratic variance functionPoisson-gamma mixture model
Asymptotic properties of parametric estimators (62F12) Linear regression; mixed models (62J05) Sampling theory, sample surveys (62D05)
Related Items (1)
Cites Work
- Estimation of mean squared error of model-based estimators of small area means under a nested error linear regression model
- Natural exponential families with quadratic variance functions: Statistical theory
- Natural exponential families with quadratic variance functions
- Small area estimation: an appraisal. With comments and a rejoinder by the authors
- Estimation of mean squared error of model-based small area estimators
- An extension of quasi-likelihood estimation
- Small Area Estimation
- On Parametric Bootstrap Methods for Small Area Prediction
- Standard Errors of Prediction in Generalized Linear Mixed Models
- Robust Estimation of Mean Squared Error of Small Area Estimators
- On measuring the variability of small area estimators under a basic area level model
- Empirical Bayes Confidence Intervals for Means of Natural Exponential Family‐Quadratic Variance Function Distributions with Application to Small Area Estimation
- On Measuring Uncertainty of Benchmarked Predictors with Application to Disease Risk Estimate
- Small-area estimation based on natural exponential family quadratic variance function models and survey weights
This page was built for publication: On conditional prediction errors in mixed models with application to small area estimation