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stat.ME2026
Empirical best prediction of poverty indicators via nested error regression with high dimensional parameters
Yuting Chen, Partha Lahiri, Nicola Salvati
The Nested Error Regression Model with High-Dimensional Parameters (NERHDP) is extended to address challenges in small area poverty estimation. A robust and flexible framework is p…
stat.ME2024
Effects of model misspecification on small area estimators
Yuting Chen, Partha Lahiri, Nicola Salvati
Nested error regression models are commonly used to incorporate observational unit specific auxiliary variables to improve small area estimates. When the mean structure of this mod…