Cross-Validation for the SVD (Bi-Cross-Validation) R package bcv version 1.0.2 Methods for choosing the rank of an SVD (singular value decomposition) approximation via cross validation. The package provides both Gabriel-style "block" holdouts and Wold-style "speckled" holdouts. It also includes an implementation of the SVDImpute algorithm. For more information about Bi-cross-validation, see Owen & Perry's 2009 AoAS article (at <arXiv:0908.2062>) and Perry's 2009 PhD thesis (at <arXiv:0909.3052>). Software Suggests: spelling Michal Burdukiewicz <michalburdukiewicz@gmail.com> Comprehensive R Archive Network (CRAN) Michal Burdukiewicz [cre, ctb] (ORCID: <https://orcid.org/0000-0001-8926-582X>), Patrick O. Perry [aut, cph], Seyed Morteza Najibi [ctb] BSD_3_clause + file LICENSE (https://CRAN.R-project.org/package=bcv/LICENSE) 2023-05-19 application/tgz https://CRAN.R-project.org/package=bcv doi:10.32614/CRAN.package.bcv en-US