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stat.ME2026
Conformity-Based Bayesian Projective Prediction
Arkaprava Roy, Malay Ghosh
We propose a general robust prediction framework, termed conformity-based projective prediction (CPP), that integrates Bayesian predictive modeling with ideas from conformity-based…
stat.ME2025
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…
stat.ME2023
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…