{ "_id": "6a1027fcacfb0bcc41c906dd", "Package": "MixGHD", "Type": "Package", "Title": "Model Based Clustering, Classification and Discriminant Analysis\nUsing the Mixture of Generalized Hyperbolic Distributions", "Version": "2.3.7", "Date": "2022-05-10", "Maintainer": "Cristina Tortora ", "Author": "Cristina Tortora [aut, cre, cph], Aisha ElSherbiny [com], Ryan\nP. Browne [aut, cph], Brian C. Franczak [aut, cph], and Paul D.\nMcNicholas [aut, cph], and Donald D. Amos [ctb].", "Description": "Carries out model-based clustering, classification and\ndiscriminant analysis using five different models. The models\nare all based on the generalized hyperbolic distribution. The\nfirst model 'MGHD' (Browne and McNicholas (2015)\n) is the classical mixture of\ngeneralized hyperbolic distributions. The 'MGHFA' (Tortora et\nal. (2016) ) is the mixture of\ngeneralized hyperbolic factor analyzers for high dimensional\ndata sets. The 'MSGHD' is the mixture of multiple scaled\ngeneralized hyperbolic distributions, the 'cMSGHD' is a 'MSGHD'\nwith convex contour plots and the 'MCGHD', mixture of coalesced\ngeneralized hyperbolic distributions is a new more flexible\nmodel (Tortora et al. (2019).\nThe paper related to the software can be found at\n.", "NeedsCompilation": "no", "License": "GPL (>= 2)", "Packaged": { "Date": "2026-05-13 08:18:15 UTC", "User": "root" }, "Repository": "https://cran.r-universe.dev", "Date/Publication": "2022-05-11 10:50:07 UTC", "RemoteUrl": "https://github.com/cran/MixGHD", "RemoteRef": "HEAD", "RemoteSha": "15cc4f93efde88be56fdb41ccc3c466983d8c2e5", "MD5sum": "5fcb182e5b7dc9e1f6e824cd1965127b", "_user": "cran", "_type": "src", "_file": "MixGHD_2.3.7.tar.gz", "_fileid": "eea1e5146dc04f3190d5de50edd8cc033c38fe865da1154b6f65d8c38b39b2e3", "_filesize": 234736, "_sha256": "eea1e5146dc04f3190d5de50edd8cc033c38fe865da1154b6f65d8c38b39b2e3", "_created": "2026-05-13T08:18:15.000Z", "_published": "2026-05-22T09:55:08.891Z", "_distro": "noble", "_jobs": [ { "job": 77356755331, "time": 140, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6965022361" }, { "job": 77356755529, "time": 150, "config": "linux-release-x86_64", "r": 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"ghyp", "role": "Imports" }, { "package": "numDeriv", "role": "Imports" }, { "package": "mixture", "role": "Imports" }, { "package": "e1071", "role": "Imports" }, { "package": "cluster", "role": "Imports" }, { "package": "methods", "role": "Imports" } ], "_owner": "cran", "_selfowned": false, "_usedby": 1, "_updates": [], "_tags": [], "_stars": 1, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 380, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/MixGHD" }, "_searchresults": 36, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/MixGHD.html", "manual.pdf" ], "_realowner": "cran", "_cranurl": false, "_releases": [ { "version": "1.0", "date": "2014-07-22" }, { "version": "1.1", "date": "2014-10-22" }, { "version": "1.2", "date": "2014-12-10" }, { 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objects of class MixGHD", "topics": [ "predict,MixGHD,missing-method", "predict,MixGHD-method", "predict.MixGHD" ] }, { "page": "rCGHD", "title": "Pseudo random number generation from a coalesced generalized hyperbolic distribution (MSGHD).", "topics": [ "rCGHD" ] }, { "page": "rGHD", "title": "Pseudo random number generation from a generalized hyperbolic distribution (GHD).", "topics": [ "rGHD" ] }, { "page": "rMSGHD", "title": "Pseudo random number generation from a mulitple-scaled generalized hyperbolic distribution (MSGHD).", "topics": [ "rMSGHD" ] }, { "page": "sonar", "title": "Sonar data", "topics": [ "sonar" ] }, { "page": "summary.MixGHD", "title": "Plot objects of class MixGHD.", "topics": [ "summary", "summary.MixGHD" ] } ], "_rundeps": [ "Bessel", "BH", "class", "cluster", "e1071", "ghyp", "gmp", "lattice", "MASS", "mixture", "mvtnorm", "numDeriv", "proxy", "Rcpp", "RcppArmadillo", "RcppGSL", "Rmpfr" ], "_score": 2.0334237554869494, "_indexed": true, "_nocasepkg": "mixghd", 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