MixGHD
Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions
Description
Carries out model-based clustering, classification and discriminant analysis using five different models. The models are all based on the generalized hyperbolic distribution. The first model 'MGHD' (Browne and McNicholas (2015) <doi:10.1002/cjs.11246>) is the classical mixture of generalized hyperbolic distributions. The 'MGHFA' (Tortora et al. (2016) <doi:10.1007/s11634-015-0204-z>) is the mixture of generalized hyperbolic factor analyzers for high dimensional data sets. The 'MSGHD' is the mixture of multiple scaled generalized hyperbolic distributions, the 'cMSGHD' is a 'MSGHD' with convex contour plots and the 'MCGHD', mixture of coalesced generalized hyperbolic distributions is a new more flexible model (Tortora et al. (2019)<doi:10.1007/s00357-019-09319-3>. The paper related to the software can be found at <doi:10.18637/jss.v098.i03>.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Cristina Tortora <grikris1@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cristina",
family = "Tortora",
role = c("aut", "cre", "cph"),
email = "grikris1@gmail.com"),
person(given = "Aisha",
family = "ElSherbiny",
role = "com"),
person(given = c("Ryan", "P."),
family = "Browne",
role = c("aut", "cph")),
person(given = c("Brian", "C."),
family = "Franczak",
role = c("aut", "cph")),
person(given = c("and", "Paul", "D."),
family = "McNicholas",
role = c("aut", "cph")),
person(given = c("Donald", "D."),
family = "Amos.",
role = "ctb"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Cristina Tortora <grikris1@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cristina",
family = "Tortora",
role = c("aut", "cre", "cph"),
email = "grikris1@gmail.com"),
person(given = "Aisha",
family = "ElSherbiny",
role = "com"),
person(given = c("Ryan", "P."),
family = "Browne",
role = c("aut", "cph")),
person(given = c("Brian", "C."),
family = "Franczak",
role = c("aut", "cph")),
person(given = c("and", "Paul", "D."),
family = "McNicholas",
role = c("aut", "cph")),
person(given = c("Donald", "D."),
family = "Amos.",
role = "ctb"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Cristina Tortora <grikris1@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cristina",
family = "Tortora",
role = c("aut", "cre", "cph"),
...[truncated]...
d", "Paul", "D."),
family = "McNicholas",
role = c("aut", "cph")),
person(given = c("Donald", "D."),
family = "Amos.",
role = "ctb"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Cristina Tortora <grikris1@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Cristina",
family = "Tortora",
role = c("aut", "cre", "cph"),
...[truncated]...
d", "Paul", "D."),
family = "McNicholas",
role = c("aut", "cph")),
person(given = c("Donald", "D."),
family = "Amos.",
role = "ctb"))
as necessary.