{ "_id": "6acf2e1ed9de2f3f33fc8b88", "Type": "Package", "Package": "psvmSDR", "Title": "Unified Principal Sufficient Dimension Reduction Package", "Version": "3.0.1", "Authors@R": "c(person(given = \"Jungmin\",\nfamily = \"Shin\",\nrole = c(\"aut\", \"cre\"),\nemail = \"c16267@gmail.com\"),\nperson(given = c(\"Seung\", \"Jun\"),\nfamily = \"Shin\",\nrole = \"aut\"),\nperson(given = \"Andreas\",\nfamily = \"Artemiou\",\nrole = \"aut\"))", "Maintainer": "Jungmin Shin ", "Description": "A unified and user-friendly framework for applying the\nprincipal sufficient dimension reduction methods for both\nlinear and nonlinear cases. The package has an extendable power\nby varying loss functions for the support vector machine, even\nfor an user-defined arbitrary function, unless those are convex\nand differentiable everywhere over the support (Li et al.\n(2011) ). Also, it provides a real-time\nsufficient dimension reduction update procedure using the\nprincipal least squares support vector machine (Artemiou et al.\n(2021) ).", "License": "GPL-2", "Encoding": "UTF-8", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-14 07:12:19 UTC", "User": "root" }, "Author": "Jungmin Shin [aut, cre], Seung Jun Shin [aut], Andreas Artemiou\n[aut]", "Repository": "https://c16267.r-universe.dev", "Date/Publication": "2026-02-16 17:20:02 UTC", "RemoteUrl": "https://github.com/cran/psvmSDR", "RemoteRef": "HEAD", "RemoteSha": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "_user": "c16267", "_type": "src", "_file": "psvmSDR_3.0.1.tar.gz", "_fileid": "https://r2.ropensci.org/35c49d8089a84ec673b2ff82fe9be60f37dee7bc476e234cdba9c8d5ae88bf2c", "_filesize": 289649, "_sha256": "35c49d8089a84ec673b2ff82fe9be60f37dee7bc476e234cdba9c8d5ae88bf2c", "_expires": "2027-01-22T07:24:12.000Z", "_created": "2026-10-14T07:12:19.000Z", "_published": "2026-10-14T07:24:14.160Z", "_buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 115729118172, "time": 140, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11876078108" }, { "job": 115729118361, "time": 90, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11875599629" }, { "job": 115729118160, "time": 163, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11876053806" }, { "job": 115729118294, "time": 163, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11875974901" }, { "job": 115728261968, "time": 150, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11875833045" }, { "job": 115729118289, "time": 71, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11876058042" }, { "job": 115729118215, "time": 79, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11876645968" }, { "job": 115729118149, "time": 75, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11876306471" }, { "job": 115729118273, "time": 76, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11876506347" } ], "_upstream": "https://github.com/cran/psvmSDR", "_commit": { "id": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "author": "Jungmin Shin ", "committer": "cran-robot ", "message": "version 3.0.1\n", "time": 1771262402 }, "_maintainer": { "name": "Jungmin Shin", "email": "c16267@gmail.com", "login": "c16267", "description": "", "uuid": 69446379 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-44", "n": 1 }, { "week": "2026-08", "n": 1 } ], "_tags": [ { "name": "2.0.1", "date": "2025-10-27" }, { "name": "3.0.1", "date": "2026-02-16" } ], "_stars": 1, "_contributors": [ { "user": "c16267", "count": 2, "uuid": 69446379 } ], "_userbio": { "uuid": 69446379, "type": "user", "name": "Jungmin Shin", "followers": 0 }, "_downloads": { "count": 197, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/psvmSDR" }, "_searchresults": 1, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/psvmSDR.html", "extra/readme.html", "extra/readme.md" ], "_realowner": "c16267", "_cranurl": false, "_releases": [ { "version": "1.0.1", "date": "2024-08-30" }, { "version": "1.0.2", "date": "2024-09-09" }, { "version": "2.0.1", "date": "2025-10-27" }, { "version": "3.0.1", "date": "2026-02-16" } ], "_exports": [ "npsdr", "npsdr_x", "psdr", "psdr_bic", "rtpsdr" ], "_help": [ { "page": "npsdr", "title": "A unified Principal sufficient dimension reduction method via kernel trick", "topics": [ "npsdr" ] }, { "page": "npsdr_x", "title": "Reconstruct estimated sufficient predictors for new data", "topics": [ "npsdr_x" ] }, { "page": "plot.npsdr", "title": "Plot sufficient predictors from an npsdr object", "topics": [ "plot.npsdr" ] }, { "page": "plot.psdr", "title": "Plot sufficient predictors from a psdr object", "topics": [ "plot.psdr" ] }, { "page": "psdr", "title": "Unified linear principal sufficient dimension reduction methods", "topics": [ "psdr" ] }, { "page": "psdr_bic", "title": "Structural dimension selection for principal SDR", "topics": [ "psdr_bic" ] }, { "page": "rtpsdr", "title": "Real time sufficient dimension reduction through principal least squares SVM", "topics": [ "rtpsdr" ] } ], "_readme": "https://github.com/cran/psvmSDR/raw/HEAD/README.md", "_rundeps": [], "_score": 2, "_indexed": true, "_nocasepkg": "psvmsdr", "_universes": [ "c16267" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "3.0.1", "date": "2026-10-14T07:14:39.000Z", "distro": "resolute", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/08489884fa3cb4df7a3eb676eb4b4e23b80a8463f824d46251b3eb13e17dfc04", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.6.1", "os": "linux", "version": "3.0.1", "date": "2026-10-14T07:13:52.000Z", "distro": "resolute", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/fbf8f9b46f67b04e63f0eaf04354a8bad84048ec405912263c0ac84f8ed857cd", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.5.3", "os": "mac", "version": "3.0.1", "date": "2026-10-14T07:17:46.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/6a33749a7f07f0099d0f7413a7395c1b9ebe58facc90b5a9da86dda35eb78c1c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.6.1", "os": "mac", "version": "3.0.1", "date": "2026-10-14T07:23:00.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/24f6905437d02e8856e76163c91920e312d5e26aa36ac7f2ed048beda459440d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.6.0", "os": "wasm", "version": "3.0.1", "date": "2026-10-14T07:13:46.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/8876e4565a275e29a844ffb84a804a02b8014b847b2bae44e86b4c55acf50f95", "status": "success", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.7.0", "os": "win", "version": "3.0.1", "date": "2026-10-14T07:13:33.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/6afe4f67a7f8dae73e9762b76fb99b504521ea76c26593b22a259a6514e6031c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.5.3", "os": "win", "version": "3.0.1", "date": "2026-10-14T07:13:32.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/9871ed3da3b1784d83601cd89d69088d8d2078c9455ec3357a43bdf5409f8af1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" }, { "r": "4.6.1", "os": "win", "version": "3.0.1", "date": "2026-10-14T07:13:31.000Z", "commit": "e3fabaafdb2b012f2946525c7b529b0126ff26ca", "fileid": "https://r2.ropensci.org/97ee8435a6922097406f65fcf32466e45a021a3502d6473738c35b2622ca3e17", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/c16267/actions/runs/38526553289" } ] }