123 citations · 167 across the 11 of their papers we have counts for
4 papers · 1 filter
A New Model Variance Estimator for an Area Level Small Area Model to Solve Multiple Problems Simultaneously
Masayo Yoshimori Hirose, Partha Lahiri
The two-level normal hierarchical model (NHM) has played a critical role in the theory of small area estimation (SAE), one of the growing areas in statistics with numerous applicat…
A second-order efficient empirical Bayes confidence interval
Masayo Yoshimori, Partha Lahiri
We introduce a new adjusted residual maximum likelihood method (REML) in the context of producing an empirical Bayes (EB) confidence interval for a normal mean, a problem of great…
Parametric bootstrap approximation to the distribution of EBLUP and related prediction intervals in linear mixed models
Snigdhansu Chatterjee, Partha Lahiri, Huilin Li
Empirical best linear unbiased prediction (EBLUP) method uses a linear mixed model in combining information from different sources of information. This method is particularly usefu…
On the design-consistency property of hierarchical Bayes estimators in finite population sampling
P. Lahiri, Kanchan Mukherjee
We obtain a limit of a hierarchical Bayes estimator of a finite population mean when the sample size is large. The limit is in the sense of ordinary calculus, where the sample obse…