{ "_id": "6a2690f324555f66ed51bb4c", "Package": "bootSVD", "Title": "Fast, Exact Bootstrap Principal Component Analysis for High\nDimensional Data", "Description": "Implements fast, exact bootstrap Principal Component\nAnalysis and Singular Value Decompositions for high dimensional\ndata, as described in (see\nalso ). For data matrices that\nare too large to operate on in memory, users can input objects\nwith class 'ff' (see the 'ff' package), where the actual data\nis stored on disk. In response, this package will implement a\nblock matrix algebra procedure for calculating the principal\ncomponents (PCs) and bootstrap PCs. Depending on options set by\nthe user, the 'parallel' package can be used to parallelize the\ncalculation of the bootstrap PCs.", "Version": "1.2", "Authors@R": "person(given = \"Aaron\",\nfamily = \"Fisher\",\nrole = c(\"aut\", \"cre\"),\nemail = \"afishe27@alumni.jh.edu\")", "URL": "http://arxiv.org/abs/1405.0922", "License": "GPL-2", "LazyData": "true", "RoxygenNote": "7.3.2", "Encoding": "UTF-8", "Maintainer": "Aaron Fisher ", "Repository": "https://aaronjfisher.r-universe.dev", "Date/Publication": "2025-06-12 15:13:46 UTC", "RemoteUrl": "https://github.com/aaronjfisher/bootsvd", "RemoteRef": "HEAD", "RemoteSha": "d316527ef248b396fd0c4b384315a9189b71a75d", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 09:49:40 UTC", "User": "root" }, "Author": "Aaron Fisher [aut, cre]", "MD5sum": "2df89a929255e2ae11fb2b490642e3d6", "_user": "aaronjfisher", "_type": "src", "_file": "bootSVD_1.2.tar.gz", "_fileid": "5b80af1d8525c0f0003db100f0467a23c99390b82a866a32ff5ae31dda534587", 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