16 citations · 53 across the 27 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
On Predictive Density Estimation for Location Families under Integrated and Losses
Tatsuya Kubokawa, Éric Marchand, William E. Strawderman
Our investigation concerns the estimation of predictive densities and a study of efficiency as measured by the frequentist risk of such predictive densities with integrated a…