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Bias Corrected Variance Stabilizing Transformation for Small Area Estimation
Masayo Y. Hirose, Malay Ghosh, Mayumi Oka
Small area estimation models are typically based on the normality assumption of response variables. More recently, attention has been drawn to the transformation of the original va…
Small Area Estimation under Square Root Transformed Fay-Herriot model with Functional Measurement Error in Covariates
Ka Long Keith Ho, Masayo Y. Hirose, Malay Ghosh
We consider a small area estimation model under square-root transformation in the presence of functional measurement error. When measurement error is present, the Bayes predictor c…
Multi-Goal Prior Selection: A Way to Reconcile Bayesian and Classical Approaches for Random Effects Models
Masayo Y. Hirose, Partha Lahiri
The two-level normal hierarchical model has played an important role in statistical theory and applications. In this paper, we first introduce a general adjusted maximum likelihood…
Second-order unbiased naive estimator of mean squared error for EBLUP in small-area estimation
Masayo Yoshimori Hirose
An empirical best linear unbiased prediction (EBLUP) estimator is utilized for efficient inference in small-area estimation. To measure its uncertainty, we need to estimate its mea…