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mixpack

The mixpack package is a pack of functions to deal with mixtures and to combine the components of a mixture using different approaches

Installation

mixpack is available in a very earlier version in rcran. It can be installed directly with

install.packages('mixpack')

The newest version can be installed with

# install.packages("devtools")
devtools::install_github('mcomas/mixpack')

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Version

Install

install.packages('mixpack')

Monthly Downloads

2

Version

0.3.6

License

GPL

Maintainer

Marc ComasCuf

Last Published

January 27th, 2017

Functions in mixpack (0.3.6)

get_hierarchical_partition

Build a hierchical partition from posterior probabilities
rmixnorm

Random sample generated from an specified gaussian mixture model.
rmixnorm_solution

Random sample generated from an specified gaussian mixture model.
merge_step

Merging components step
mixpack

mixpack.
merge_components

Build a hierchical partition randomly from given K
ilr_basis

Orthonormal basis for the Simplex space
dmixnorm_solution

Density function of specified gaussian mixture model.
ilr_coordinates

Coordinates for an orthonormal basis
clr_mixnorm

CLR evaluated on gaussian mixture model posterioris of X
cluster_partition

Create a cluster from a partition
dmixnorm

Density function of specified gaussian mixture model.
get_random_hierarchical_partition

Build a hierchical partition randomly from given K
clr_coordinates

clr coordinates of compositional data