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Paul D. McNicholas

https://www.github.com/null

Author or maintainer of the following packages:

ContaminatedMixt

Fits mixtures of multivariate contaminated normal distributions (with eigen-decomposed scale matrice...
FPDclustering

Probabilistic distance clustering (PD-clustering) is an iterative, distribution free, probabilistic ...
longclust

Clustering or classification of longitudinal data based on a mixture of multivariate t or Gaussian d...
mcgfa

Performs clustering and classification using the Mixtures of Contaminated Gaussian Factor Analyzers ...
MixGHD

Carries out model-based clustering, classification and discriminant analysis using five different mo...
mixture

An implementation of all 14 Gaussian parsimonious clustering models (GPCMs) for model-based clusteri...
mmtfa

Fits a family of mixtures of multivariate t-distributions under a continuous t-distributed latent va...
pgmm

Carries out model-based clustering or classification using parsimonious Gaussian mixture models.
pmcgd

Parsimonious Mixtures of Contaminated Gaussian Distributions
sensory

Contains the function CUUimpute() which performs model-based clustering and imputation simultaneousl...
teigen

Fits mixtures of multivariate t-distributions (with eigen-decomposed covariance structure) via the m...
uskewFactors

Implements mixtures of unrestricted skew-t factor analyzer models via the EM algorithm
VLF

Using frequency matrices, very low frequency variants (VLFs) are assessed for amino acid and nucleot...
vscc

Performs variable selection/feature reduction under a clustering or classification framework. In par...

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Number of Packages

14

Package Downloads

38,200

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0