Likelihood-Based Finite Sample Inference for Synthetic Data from Pareto Model

Statistical agencies often publish microdata or synthetic data to protect confidentiality of survey respondents. This is more prevalent in case of income data. In this paper, we develop likelihood-based finite sample inferential methods for a singly imputed synthetic data using plug-in sampling and...

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Bibliografiske detaljer
Main Authors: Nutan Mishra, Sandip Barui
Format: Article
Sprog:English
Udgivet: Instituto Nacional de Estatística | Statistics Portugal 2023-02-01
Serier:Revstat Statistical Journal
Fag:
Online adgang:https://revstat.ine.pt/index.php/REVSTAT/article/view/392