Transforming response values in small area prediction
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Publication:1658351
DOI10.1016/j.csda.2017.03.017zbMath1464.62166arXiv1509.03951OpenAlexW2963592768MaRDI QIDQ1658351
Shonosuke Sugasawa, Tatsuya Kubokawa
Publication date: 14 August 2018
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1509.03951
mean squared errorsmall area estimationFay-Herriot modelempirical Bayes estimationdual power transformationpositive-valued data
Computational methods for problems pertaining to statistics (62-08) Sampling theory, sample surveys (62D05) Empirical decision procedures; empirical Bayes procedures (62C12)
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Cites Work
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- Small area estimation when auxiliary information is measured with error
- A modified family of power transformations
- Prediction in heteroscedastic nested error regression models with random dispersions
- New important developments in small area estimation
- A new adjusted maximum likelihood method for the Fay-Herriot small area model
- Parametric bootstrap approximation to the distribution of EBLUP and related prediction intervals in linear mixed models
- Information criteria for Fay-Herriot model selection
- Multivariate Fay-Herriot models for small area estimation
- On measures of uncertainty of empirical Bayes small-area estimators
- REML estimation: Asymptotic behavior and related topics
- An adjusted maximum likelihood method for solving small area estimation problems
- Parametric transformed Fay-Herriot model for small area estimation
- Conditional Akaike information criterion in the Fay-Herriot model
- Prediction Error of Small Area Predictors Shrinking Both Means and Variances
- Small Area Estimation
- Influence functions and robust Bayes and empirical Bayes small area estimation
- On Parametric Bootstrap Methods for Small Area Prediction
- Mean-Squared Error Estimation in Transformed Fay–Herriot Models
- Non-Parametric Small Area Estimation Using Penalized Spline Regression
- Jackknife estimation of mean squared error of small area predictors in nonlinear mixed models
- Robust small area estimation
- Robust Estimation of Mean Squared Error of Small Area Estimators
- Small area estimation under Fay–Herriot models with non-parametric estimation of heteroscedasticity
- Bayesian Estimators for Small Area Models when Auxiliary Information is Measured with Error
- Model Selection by Testing for the Presence of Small-Area Effects, and Application to Area-Level Data
- On measuring the variability of small area estimators under a basic area level model
- Small Area Estimation With Uncertain Random Effects
- Accurate Confidence Interval Estimation of Small Area Parameters Under the Fay–Herriot Model
