Covariance estimation via fiducial inference

As a classical problem, covariance estimation has drawn much attention from the statistical community for decades. Much work has been done under the frequentist and Bayesian frameworks. Aiming to quantify the uncertainty of the estimators without having to choose a prior, we have developed a fiducia...

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Bibliographic Details
Main Authors: W. Jenny Shi, Jan Hannig, Randy C. S. Lai, Thomas C. M. Lee
Format: Article
Language:English
Published: Taylor & Francis Group 2021-10-01
Series:Statistical Theory and Related Fields
Subjects:
Online Access:http://dx.doi.org/10.1080/24754269.2021.1877950