MLE with datasets from populations having shared parameters

We consider maximum likelihood estimation with two or more datasets sampled from different populations with shared parameters. Although more datasets with shared parameters can increase statistical accuracy, this paper shows how to handle heterogeneity among different populations for correctness of...

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Bibliographic Details
Main Authors: Jun Shao, Xinyan Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2023-07-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2023.2180185

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