21 citations · 90 across the 97 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
stat.ME2014★ 5 cited
On Conditional Prediction Errors in Mixed Models with Application to Small Area Estimation
Shonosuke Sugasawa, Tatsuya Kubokawa
The empirical Bayes estimators in mixed models are useful for small area estimation in the sense of increasing precision of prediction for small area means, and one wants to know t…
stat.ME2014★ 16 cited
Parametric Transformed Fay-Herriot Model for Small Area Estimation
Shonosuke Sugasawa, Tatsuya Kubokawa
In this paper, we consider parametric transformed Fay-Herriot models, and clarify conditions on transformations under which the estimator of the transformation is consistent. It is…
stat.ME2014★ 1 cited
Estimation and Prediction in Transformed Nested Error Regression Models
Shonosuke Sugasawa, Tatsuya Kubokawa
This paper suggests parametrically transformed nested error regression models (TNERM), which transform the data flexibly to follow the normal linear mixed regression. We provide a…