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Non-asymptotic rate for high-dimensional covariance estimation with non-independent missing observations.

Authors :
Park, Seongoh
Lim, Johan
Source :
Statistics & Probability Letters. Oct2019, Vol. 153, p113-123. 11p.
Publication Year :
2019

Abstract

In this paper, we study non-asymptotic convergence rate of the inverse probability weight estimator of covariance matrix when some values of the data are missing completely at random. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01677152
Volume :
153
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
137682612
Full Text :
https://doi.org/10.1016/j.spl.2019.06.002