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cvCovEst

Cross-Validated Covariance Matrix Estimation

v1.2.2 · Feb 17, 2024 · MIT + file LICENSE

Description

An efficient cross-validated approach for covariance matrix estimation, particularly useful in high-dimensional settings. This method relies upon the theory of high-dimensional loss-based covariance matrix estimator selection developed by Boileau et al. (2022) <doi:10.1080/10618600.2022.2110883> to identify the optimal estimator from among a prespecified set of candidates.

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OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
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Dependencies Reverse dependencies matrixStats Matrix origami coop Rdpack rlang dplyr stringr purrr tibble assertthat RSpectra ggplot2 ggpubr RColorBrewer +1 more dependencies WLogit bdsvd cvCovEst

Version History

12 tracked
new 1.2.2 Mar 10, 2026
updated 1.2.2 ← 1.2.1 diff Feb 16, 2024
updated 1.2.1 ← 1.2.0 diff Jun 22, 2023
updated 1.2.0 ← 1.1.1 diff Dec 6, 2022
updated 1.1.1 ← 1.1.0 diff Sep 22, 2022
updated 1.1.0 ← 1.0.2 diff May 3, 2022
updated 1.0.2 ← 1.0.1 diff Jan 18, 2022
updated 1.0.1 ← 1.0.0 diff Oct 13, 2021
updated 1.0.0 ← 0.3.5 diff Jul 24, 2021
updated 0.3.5 ← 0.3.4 diff Apr 17, 2021
updated 0.3.4 ← 0.3.1 diff Mar 6, 2021
new 0.3.1 Feb 13, 2021