{ "_id": "6ac5fc52f511ae58c09a45a7", "Package": "seedCCA", "Type": "Package", "Title": "Seeded Canonical Correlation Analysis", "Version": "3.1", "Date": "2022-06-09", "Author": "Jae Keun Yoo, Bo-Young Kim", "Maintainer": "Jae Keun Yoo ", "Description": "Functions for dimension reduction through the seeded\ncanonical correlation analysis are provided. A classical\ncanonical correlation analysis (CCA) is one of useful\nstatistical methods in multivariate data analysis, but it is\nlimited in use due to the matrix inversion for large p small n\ndata. To overcome this, a seeded CCA has been proposed in Im,\nGang and Yoo (2015) \\doi{10.1002/cem.2691}. The seeded CCA is a\ntwo-step procedure. The sets of variables are initially reduced\nby successively projecting cov(X,Y) or cov(Y,X) onto cov(X) and\ncov(Y), respectively, without loss of information on canonical\ncorrelation analysis, following Cook, Li and Chiaromonte (2007)\n\\doi{10.1093/biomet/asm038} and Lee and Yoo (2014)\n\\doi{10.1111/anzs.12057}. Then, the canonical correlation is\nfinalized with the initially-reduced two sets of variables.", "License": "GPL (>= 2.0)", "LazyData": "yes", "Encoding": "UTF-8", "RoxygenNote": "6.0.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-07 07:58:18 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2022-06-09 03:40:03 UTC", "RemoteUrl": "https://github.com/cran/seedCCA", "RemoteRef": "HEAD", "RemoteSha": "358df7aa68912a199731d55735294d30d12eb474", "_user": "cran", "_type": "src", "_file": "seedCCA_3.1.tar.gz", "_fileid": "https://r2.ropensci.org/38333e777e0f1db0d6ee8206e6057d05ff64a081cac57c72e4424cf295f47cd2", "_filesize": 318113, "_sha256": "38333e777e0f1db0d6ee8206e6057d05ff64a081cac57c72e4424cf295f47cd2", "_expires": "2027-01-15T08:01:20.000Z", "_created": "2026-10-07T07:58:18.000Z", "_published": "2026-10-07T08:01:22.628Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/37590361684", "_status": "success", "_host": 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"_maintainer": { "name": "Jae Keun Yoo", "email": "peter.yoo@ewha.ac.kr" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10.0", "role": "Depends" }, { "package": "CCA", "role": "Imports" }, { "package": "corpcor", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 263, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/seedCCA" }, "_searchresults": 9, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/seedCCA.html" ], "_realowner": "cran", "_cranurl": false, 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