{ "_id": "6a1ff7e7b401979e734439aa", "Package": "fastkqr", "Type": "Package", "Title": "A Fast Algorithm for Kernel Quantile Regression", "Version": "1.0.0", "Date": "2024-05-07", "Authors@R": "c(person(given = \"Qian\", family = \"Tang\", role = c(\"aut\", \"cre\"), email = \"qian-tang@uiowa.edu\"),\nperson(given = \"Yuwen\", family = \"Gu\", role = \"aut\", email = \"yuwen.gu@uconn.edu\"),\nperson(given = \"Boxiang\", family = \"Wang\", role = \"aut\", email = \"boxiang-wang@uiowa.edu\"))", "Maintainer": "Qian Tang ", "Description": "An efficient algorithm to fit and tune kernel quantile\nregression models based on the majorization-minimization (MM)\nmethod. It can also fit multiple quantile curves simultaneously\nwithout crossing.", "License": "GPL-2", "NeedsCompilation": "yes", "RoxygenNote": "7.2.3", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "Packaged": { "Date": "2026-06-03 09:41:17 UTC", "User": "root" }, "Author": "Qian Tang [aut, cre], Yuwen Gu [aut], Boxiang Wang [aut]", "Repository": "https://qiantang0326.r-universe.dev", "Date/Publication": "2024-05-14 02:37:26 UTC", "RemoteUrl": "https://github.com/cran/fastkqr", "RemoteRef": "HEAD", "RemoteSha": "80a6e89af851212806aee17505b22201e67c0249", "MD5sum": "1bdfc9153c0a99a4f642a212e5fc6a68", "_user": "qiantang0326", "_type": "src", "_file": "fastkqr_1.0.0.tar.gz", "_fileid": "c4f0e258c5bf6f2c1de6b773446190da951bdf3b2aae099b8d43cc5258ad99f2", "_filesize": 174076, "_sha256": "c4f0e258c5bf6f2c1de6b773446190da951bdf3b2aae099b8d43cc5258ad99f2", "_created": "2026-06-03T09:41:17.000Z", "_published": "2026-06-03T09:46:15.758Z", "_distro": "noble", "_jobs": [ { "job": 79265581017, "time": 117, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "7381072772" }, { "job": 79265581024, "time": 107, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "7381067944" }, { "job": 79265581184, "time": 126, "config": "linux-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7381076230" }, { "job": 79265581047, "time": 117, "config": "linux-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7381071430" }, { "job": 79265581094, "time": 153, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "7381077019" }, { "job": 79265581132, "time": 259, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "7381118924" }, { "job": 79265581221, "time": 189, "config": "macos-release-arm64", "r": "4.6.0", "check": "NOTE", "artifact": "7381084343" }, { "job": 79265581031, "time": 224, "config": "macos-release-x86_64", "r": "4.6.0", "check": "NOTE", "artifact": "7381105724" }, { "job": 79264984471, "time": 194, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7381026001" }, { "job": 79265581157, "time": 99, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7381065330" }, { "job": 79265581147, "time": 114, "config": "windows-devel", "r": "4.7.0", "check": "NOTE", "artifact": "7381072638" }, { "job": 79265581036, "time": 103, "config": "windows-oldrel", "r": "4.5.3", "check": "NOTE", "artifact": "7381066280" }, { "job": 79265581097, "time": 87, "config": "windows-release", "r": "4.6.0", "check": "NOTE", "artifact": "7381060774" } ], "_buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/fastkqr", "_commit": { "id": "80a6e89af851212806aee17505b22201e67c0249", "author": "Qian Tang ", "committer": "cran-robot ", "message": "version 1.0.0\n", "time": 1715654246 }, "_maintainer": { "name": "Qian Tang", "email": "qian-tang@uiowa.edu", "login": "qiantang0326", "description": "", "uuid": 35319977 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "methods", "role": "Depends" }, { "package": "graphics", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "dotCall64", "role": "Imports" }, { "package": "rlang", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "Matrix", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "qiantang0326", "count": 1, "uuid": 35319977 } ], "_userbio": { "uuid": 35319977, "type": "user", "name": "qiantang0326" }, "_downloads": { "count": 550, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/fastkqr" }, "_searchresults": 0, "_topics": [ "openblas", "fortran" ], "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/fastkqr.html", "manual.pdf" ], "_realowner": "qiantang0326", "_cranurl": false, "_releases": [ { "version": "1.0.0", "date": "2024-05-13" } ], "_exports": [ "cv.kqr", "cv.nckqr", "kqr", "nckqr" ], "_help": [ { "page": "coef.kqr", "title": "Extract model coefficients from a `kqr` object.", "topics": [ "coef.kqr" ] }, { "page": "coef.nckqr", "title": "Extract model coefficients from a `nckqr` object.", "topics": [ "coef.nckqr" ] }, { "page": "cv.kqr", "title": "cross-validation for selecting the tuning parameter of kernel quantile regression", "topics": [ "cv.kqr" ] }, { "page": "cv.nckqr", "title": "cross-validation for selecting the tuning parameter 'lambda2' of non-crossing kernel quantile regression", "topics": [ "cv.nckqr" ] }, { "page": "kqr", "title": "Solve the kernel quantile regression. The solution path is computed at a grid of values of tuning parameter 'lambda'.", "topics": [ "kqr" ] }, { "page": "nckqr", "title": "Solve the non-crossing kernel quantile regression", "topics": [ "nckqr" ] }, { "page": "predict.kqr", "title": "Predict the fitted values for a 'kqr' object.", "topics": [ "predict.kqr" ] }, { "page": "predict.nckqr", "title": "Predict the fitted values for a 'nckqr' object.", "topics": [ "predict.nckqr" ] } ], "_rundeps": [ "dotCall64", "lattice", "MASS", "Matrix", "rlang" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.26+ds-1ubuntu0.1", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libgfortran", "package": "libgfortran5", "source": "gcc", "version": "14.2.0-4ubuntu2~24.04.1", "name": "fortran", "homepage": "http://gcc.gnu.org/", "description": "Runtime library for GNU Fortran applications" } ], "_vignettes": [ { "source": "fastkqr.Rmd", "filename": "fastkqr.html", "title": "Getting started with fastkqr", "author": "An introductory tutorial with examples", "engine": "knitr::rmarkdown", "headings": [ "kqr()", "cv.kqr()", "Methods", "nckqr()", "cv.nckqr()" ], "created": "2024-05-14 02:37:26", "modified": "2024-05-14 02:37:26", "commits": 1 } ], "_score": 2, "_indexed": true, "_nocasepkg": "fastkqr", "_universes": [ "qiantang0326" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-06-03T09:43:23.000Z", "distro": "noble", "arch": "aarch64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "7e8929bcd1dd2d7b33c4fcc2f884aeda7082724290f13300c40ef51b6aba5065", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.7.0", "os": "linux", "version": "1.0.0", "date": "2026-06-03T09:43:10.000Z", "distro": "noble", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "390118867c7bd312a498cf753ec792e83431facf12c9398514ec1675d42fcfc3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-06-03T09:43:33.000Z", "distro": "noble", "arch": "aarch64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "dbe68a8820cc106e6f7fea0480883e254f9a3556d65c758d8c69af9c1baf2cc3", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "linux", "version": "1.0.0", "date": "2026-06-03T09:43:14.000Z", "distro": "noble", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "3d0dfc225972a44d6cd53a719f03632e94fd340a1766b247e99c2a2aceafb45b", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-06-03T09:43:31.000Z", "arch": "aarch64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "a6a513aed4e70488a748179c35a6398551f0f3e1f7215a2ce1474debb02c6c83", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.5.3", "os": "mac", "version": "1.0.0", "date": "2026-06-03T09:44:56.000Z", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "dd857d33a37f442c1a5a81b9d63dd0cdbc90d3bcf7d3477e6d391f5558ae8026", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-06-03T09:43:41.000Z", "arch": "aarch64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "802542d371cf039e1037de12d243f0ad2c0095201492f207f3e2e0b6a1fcf8d1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "mac", "version": "1.0.0", "date": "2026-06-03T09:44:35.000Z", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "71ef67d760b7432d38bfef37040bbcdad217578a09abf25ea3c729d6a9449f1d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.0", "date": "2026-06-03T09:43:16.000Z", "arch": "emscripten", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "65fe90152168cc621790b5cc04b836f7992cde3dd043db7e1babcac2e8704680", "status": "success", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.7.0", "os": "win", "version": "1.0.0", "date": "2026-06-03T09:42:54.000Z", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "3f6894e4cf164fa7e692c83013a28482fed1cad19799a9a2c46551d5d1a8edb4", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.5.3", "os": "win", "version": "1.0.0", "date": "2026-06-03T09:42:43.000Z", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "d951096b2ed6812e8f395c730e46f96086e81f774098ead47ea64c600a9a0ebc", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" }, { "r": "4.6.0", "os": "win", "version": "1.0.0", "date": "2026-06-03T09:42:30.000Z", "arch": "x86_64", "commit": "80a6e89af851212806aee17505b22201e67c0249", "fileid": "2e93af96dd4feb2ab54dc9386734b685e65ba6b1872721fcd864037a2cc7ca5f", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/qiantang0326/actions/runs/26876446095" } ] }