Covariance Estimation for Matrix-valued Data
Author:
Affiliation:
1. Department of Statistics, North Carolina State University, Raleigh, NC
2. Department of Statistics, University of California, Irvine, Irvine, CA
3. Department of Statistical Sciences, University of Toronto, Toronto, Canada
Funder
Simons Foundation
Publisher
Informa UK Limited
Subject
Statistics, Probability and Uncertainty,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/01621459.2022.2068419
Reference41 articles.
1. Tests for separability in nonparametric covariance operators of random surfaces
2. Robust estimation of high-dimensional covariance and precision matrices
3. A constructive arbitrary-degree Kronecker product decomposition of tensors
4. Covariance regularization by thresholding
5. Regularized estimation of large covariance matrices
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