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MixGHD  

Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions
View on CRAN: Click here


Download and install MixGHD package within the R console
Install from CRAN:
install.packages("MixGHD")

Install from Github:
library("remotes")
install_github("cran/MixGHD")

Install by package version:
library("remotes")
install_version("MixGHD", "2.3.7")



Attach the package and use:
library("MixGHD")
Maintained by
Cristina Tortora
[Scholar Profile | Author Map]
First Published: 2014-07-22
Latest Update: 2022-05-11
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) ) is the classical mixture of generalized hyperbolic distributions. The 'MGHFA' (Tortora et al. (2016) ) 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). The paper related to the software can be found at .
How to cite:
Cristina Tortora (2014). MixGHD: Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions. R package version 2.3.7, https://cran.r-project.org/web/packages/MixGHD. Accessed 10 Apr. 2025.
Previous versions and publish date:
1.0 (2014-07-22 21:18), 1.1 (2014-10-22 23:09), 1.2 (2014-12-10 21:13), 1.3 (2014-12-22 17:59), 1.4 (2015-03-04 21:30), 1.5 (2015-05-01 00:57), 1.6 (2015-05-26 08:11), 1.7 (2015-06-26 00:50), 1.8 (2015-09-24 11:48), 2.0 (2016-12-27 15:28), 2.1 (2017-01-06 11:44), 2.2 (2018-02-01 00:03), 2.3.1 (2019-03-18 08:23), 2.3.2 (2019-04-12 12:14), 2.3.3 (2019-08-22 19:00), 2.3.4 (2020-12-04 06:40), 2.3.5 (2021-05-28 11:30), 2.3.6 (2021-10-02 06:20), 2.3 (2019-02-21 09:30)
Other packages that cited MixGHD R package
View MixGHD citation profile
Other R packages that MixGHD depends, imports, suggests or enhances
Complete documentation for MixGHD
Functions, R codes and Examples using the MixGHD R package
Some associated functions: ARI . DA . MCGHD . MGHD . MGHFA . MSGHD . MixGHD-class . MixGHD . banknote . bankruptcy . cMSGHD . coef . contourpl . dCGHD . dGHD . dMSGHD . plot.MixGHD . predict . rCGHD . rGHD . rMSGHD . sonar . summary.MixGHD . 
Some associated R codes: ARI.R . DA.R . GHD.R . MCGHD.R . MGHD.R . MGHFA.R . MSGHD.R . cMSGHD.R . contourpl.R . dfunctions.R . rfunctions.R .  Full MixGHD package functions and examples
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