{ "_id": "6a48b8a1e06c18f0a65488ef", "Package": "kdevine", "Type": "Package", "Title": "Multivariate Kernel Density Estimation with Vine Copulas", "Version": "0.4.6", "Authors@R": "person(\"Thomas\", \"Nagler\", ,\"mail@tnagler.com\", c(\"aut\", \"cre\"))", "URL": "https://github.com/tnagler/kdevine", "BugReports": "https://github.com/tnagler/kdevine/issues", "Description": "Implements the vine copula based kernel density estimator\nof Nagler and Czado (2016) .\nThe estimator does not suffer from the curse of dimensionality\nand is therefore well suited for high-dimensional applications.", "License": "GPL-3", "LazyData": "yes", "RoxygenNote": "7.3.2", "Roxygen": "list(markdown = TRUE)", "Encoding": "UTF-8", "Repository": "https://tnagler.r-universe.dev", "Date/Publication": "2025-08-01 10:11:54 UTC", "RemoteUrl": "https://github.com/tnagler/kdevine", "RemoteRef": "HEAD", "RemoteSha": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-07-04 06:58:45 UTC", "User": "root" }, "Author": "Thomas Nagler [aut, cre]", "Maintainer": "Thomas Nagler ", "_user": "tnagler", "_type": "src", "_file": "kdevine_0.4.6.tar.gz", "_fileid": "https://r2.ropensci.org/abe8b25a3dda3cc95b0dc9b1641676ff72f2a3a928ee8d888b59840258c2ea70", "_filesize": 255972, "_sha256": "abe8b25a3dda3cc95b0dc9b1641676ff72f2a3a928ee8d888b59840258c2ea70", "_expires": "2026-10-12T07:39:11.000Z", "_created": "2026-07-04T06:58:45.000Z", "_published": "2026-07-04T07:39:13.462Z", "_jobs": [ { "job": 85112130492, "time": 132, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "8079374768" }, { "job": 85112130500, "time": 138, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8079375183" }, { "job": 85112130511, "time": 140, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8079375809" }, { "job": 85112130499, "time": 134, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8079374463" }, { "job": 85112130493, "time": 105, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8079676876" }, { "job": 85112130494, "time": 192, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "8079383088" }, { "job": 85112130496, "time": 94, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8079674846" }, { "job": 85112130504, "time": 239, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8079390163" }, { "job": 85111957346, "time": 168, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8079355894" }, { "job": 85112130453, "time": 133, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8079374380" }, { "job": 85112130485, "time": 104, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8079370613" }, { "job": 85112130477, "time": 93, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8079368696" }, { "job": 85112130503, "time": 104, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8079370129" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284", "_status": "success", "_upstream": "https://github.com/tnagler/kdevine", "_commit": { "id": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "author": "tnagler ", "committer": "tnagler ", "message": "fix gh actions\n", "time": 1754043114 }, "_maintainer": { "name": "Thomas Nagler", "email": "mail@tnagler.com", "login": "tnagler", "description": "", "uuid": 8761435 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "Rcpp", "role": "LinkingTo" }, { "package": "graphics", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "utils", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "Rcpp", "role": "Imports" }, { "package": "qrng", "role": "Imports" }, { "package": "KernSmooth", "role": "Imports" }, { "package": "cctools", "role": "Imports" }, { "package": "kdecopula", "version": ">= 0.8.1", "role": "Imports" }, { "package": "VineCopula", "role": "Imports" }, { "package": "doParallel", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "foreach", "role": "Imports" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "tnagler", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-31", "n": 2 } ], "_tags": [], "_stars": 16, "_contributors": [ { "user": "tnagler", "count": 10, "uuid": 8761435 }, { "user": "tvatter", "count": 9, "uuid": 5273142 } ], "_userbio": { "uuid": 8761435, "type": "user", "name": "Thomas Nagler", "followers": 118 }, "_downloads": { "count": 385, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/kdevine" }, "_devurl": "https://github.com/tnagler/kdevine", "_searchresults": 37, "_topics": [ "cpp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/kdevine.html", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/tnagler/kdevine", "_realowner": "tnagler", "_cranurl": true, "_releases": [ { "version": "0.3.0", "date": "2017-01-14" }, { "version": "0.4.0", "date": "2017-04-27" }, { "version": "0.4.1", "date": "2017-05-19" }, { "version": "0.4.2", "date": "2018-12-17" }, { "version": "0.4.3", "date": "2021-05-12" }, { "version": "0.4.4", "date": "2022-10-18" }, { "version": "0.4.5", "date": "2024-06-14" }, { "version": "0.4.6", "date": "2025-08-18" } ], "_exports": [ "dkde1d", "dkdevine", "dkdevinecop", "kde1d", "kdevine", "kdevinecop", "pkde1d", "qkde1d", "rkde1d", "rkdevine", "rkdevinecop" ], "_datasets": [ { "name": "wdbc", "title": "Wisconsin Diagnostic Breast Cancer (WDBC)", "object": "wdbc", "class": [ "data.frame" ], "fields": [ "diagnosis", "mean radius", "mean texture", "mean perimeter", "mean area", "mean smoothness", "mean compactness", "mean concavity", "mean concave points", "mean symmetry", "mean fractal dimension", "worst radius", "worst texture", "worst perimeter", "worst area", "worst smoothness", "worst compactness", "worst concavity", "worst concave points", "worst symmetry", "worst fractal dimension", "sd radius", "sd texture", "sd perimeter", "sd area", "sd smoothness", "sd compactness", "sd concavity", "sd concave points", "sd symmetry", "sd fractal dimension" ], "rows": 569, "table": true, "tojson": true } ], "_help": [ { "page": "kdevine-package", "title": "Kernel Smoothing for Bivariate Copula Densities", "topics": [ "kdevine-package" ] }, { "page": "contour.kdevinecop", "title": "Contour plots of pair copula kernel estimates", "topics": [ "contour.kdevinecop" ] }, { "page": "dkde1d", "title": "Working with a kde1d object", "topics": [ "dkde1d", "pkde1d", "pkde1d,", "qkde1d", "qkde1d,", "rkde1d" ] }, { "page": "dkdevine", "title": "Evaluate the density of a kdevine object", "topics": [ "dkdevine" ] }, { "page": "dkdevinecop", "title": "Working with a 'kdevinecop' object", "topics": [ "dkdevinecop", "dkevinecop", "rkdevinecop" ] }, { "page": "kde1d", "title": "Univariate kernel density estimation for bounded and unbounded support", "topics": [ "kde1d" ] }, { "page": "kdevine", "title": "Kernel density estimatior based on simplified vine copulas", "topics": [ "kdevine" ] }, { "page": "kdevinecop", "title": "Kernel estimation of vine copula densities", "topics": [ "kdevinecop" ] }, { "page": "plot.kde1d", "title": "Plotting kde1d objects", "topics": [ "lines.kde1d", "plot.kde1d" ] }, { "page": "rkdevine", "title": "Simulate from a kdevine object", "topics": [ "rkdevine" ] }, { "page": "wdbc", "title": "Wisconsin Diagnostic Breast Cancer (WDBC)", "topics": [ "wdbc" ] } ], "_readme": "https://github.com/tnagler/kdevine/raw/HEAD/README.md", "_rundeps": [ "ADGofTest", "cctools", "codetools", "doParallel", "foreach", "iterators", "kdecopula", "KernSmooth", "lattice", "locfit", "MASS", "mvtnorm", "qrng", "quadprog", "Rcpp", "RcppArmadillo", "VineCopula" ], "_sysdeps": [ { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" } ], "_score": 4.471291711058939, "_indexed": true, "_nocasepkg": "kdevine", "_universes": [ "tnagler" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.4.6", "date": "2026-07-04T07:01:02.000Z", "distro": "resolute", "arch": "aarch64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/7b20c492f15428f59f551538b29be0f313d8d30b3a59c15cd951c3ac95914d97", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.7.0", "os": "linux", "version": "0.4.6", "date": "2026-07-04T07:00:57.000Z", "distro": "resolute", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/9e020d2761c65411e4a791882e1a2b353ae214de0e2808ef407caaeef2365119", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.1", "os": "linux", "version": "0.4.6", "date": "2026-07-04T07:01:07.000Z", "distro": "resolute", "arch": "aarch64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/132b7d6d4dddfd61c5df76579f9e7413c846969610a71e556457ec24699618bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.1", "os": "linux", "version": "0.4.6", "date": "2026-07-04T07:00:53.000Z", "distro": "resolute", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/cf5760b95b0b511310a221fbb2ee5903169d9709f5773b4fdda951f066ec3a49", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.5.3", "os": "mac", "version": "0.4.6", "date": "2026-07-04T07:38:28.000Z", "arch": "aarch64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/b149b4177a169c581b946d8f558e25408f2d2f2e501051f678ff747b07c4bfc0", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.5.3", "os": "mac", "version": "0.4.6", "date": "2026-07-04T07:01:42.000Z", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/f5aeafcbae86b5ba637c4a2b0b8309519743dcce565871c584d182b1c071d097", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.1", "os": "mac", "version": "0.4.6", "date": "2026-07-04T07:38:11.000Z", "arch": "aarch64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/9de463290b1671cd5ad431ff0159e0488c3994fda9833ec18a0d47a6937f7f9d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.1", "os": "mac", "version": "0.4.6", "date": "2026-07-04T07:02:20.000Z", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/55312636ab5168c748829b37383cf00e40d9852e5e441dd8a201044f56bf9591", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.0", "os": "wasm", "version": "0.4.6", "date": "2026-07-04T07:01:14.000Z", "arch": "emscripten", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/12ad2d69561c64be352c2a018a22f2dfb67f48e2850bbedbcfc9196624d085a5", "status": "success", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.7.0", "os": "win", "version": "0.4.6", "date": "2026-07-04T07:00:01.000Z", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/bb0163807aa562fa7743cd507cf6040efa5a2745d147cde841c3a029e8567c77", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.5.3", "os": "win", "version": "0.4.6", "date": "2026-07-04T06:59:51.000Z", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/98d6bc4e2d535b0ff67443cb87f52125f20363df61925739287b6c31113583f1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" }, { "r": "4.6.1", "os": "win", "version": "0.4.6", "date": "2026-07-04T06:59:59.000Z", "arch": "x86_64", "commit": "ec7f5b7a088a93467be5963b8608c1a61ec833db", "fileid": "https://r2.ropensci.org/d6d9ced7066f7ca68a8de6e19c95cf21710ff91ff63405d6a5aacec818eba8d6", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/tnagler/actions/runs/28698365284" } ] }