MixGHD
Model Based Clustering, Classification and Discriminant Analysis Using the Mixture of Generalized Hyperbolic Distributions
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>.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
2.3.7 |
rolling linux/jammy R-4.5 | MixGHD_2.3.7.tar.gz |
304.2 KiB |
2.3.7 |
rolling linux/noble R-4.5 | MixGHD_2.3.7.tar.gz |
304.2 KiB |
2.3.7 |
rolling source/ R- | MixGHD_2.3.7.tar.gz |
67.7 KiB |
2.3.7 |
latest linux/jammy R-4.5 | MixGHD_2.3.7.tar.gz |
304.2 KiB |
2.3.7 |
latest linux/noble R-4.5 | MixGHD_2.3.7.tar.gz |
304.2 KiB |
2.3.7 |
latest source/ R- | MixGHD_2.3.7.tar.gz |
67.7 KiB |
2.3.7 |
2026-04-26 source/ R- | MixGHD_2.3.7.tar.gz |
67.7 KiB |
2.3.7 |
2026-04-23 source/ R- | MixGHD_2.3.7.tar.gz |
67.7 KiB |
2.3.7 |
2026-04-09 windows/windows R-4.5 | MixGHD_2.3.7.zip |
307.6 KiB |
2.3.7 |
2025-04-20 source/ R- | MixGHD_2.3.7.tar.gz |
67.7 KiB |