sparseMatEst: Sparse Matrix Estimation and Inference

The 'sparseMatEst' package provides functions for estimating sparse covariance and precision matrices with error control. A false positive rate is fixed corresponding to the probability of falsely including a matrix entry in the support of the estimator. It uses the binary search method outlined in Kashlak and Kong (2019) <arXiv:1705.02679> and in Kashlak (2019) <arXiv:1903.10988>.

Package details

AuthorAdam B Kashlak [aut, cre], Xinyu Zhang [ctb]
MaintainerAdam B Kashlak <[email protected]>
Package repositoryView on CRAN
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sparseMatEst documentation built on May 17, 2019, 9:03 a.m.