mixpack: Tools to Work with Mixture Components

A collection of tools implemented to facilitate the analysis of the components of a finite mixture distributions. The package has some functions to generate random samples coming from a finite mixture. The package provides a C++ implementation for the construction of a hierarchy over the components of a given finite mixture.

Author
Marc Comas-Cufí [aut, cre], Josep Antoni Martín-Fernández [aut], Glòria Mateu-Figueras [aut]
Date of publication
2015-12-08 23:37:46
Maintainer
Marc Comas-Cufí <mcomas@imae.udg.edu>
License
GPL
Version
0.3.4
URLs

View on CRAN

Man pages

clr_coordinates
clr coordinates of compositional data
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.
dmixnorm_solution
Density function of specified gaussian mixture model.
get_hierarchical_partition
Build a hierchical partition from posterior probabilities
get_random_hierarchical_partition
Build a hierchical partition randomly from given K
ilr_basis
Orthonormal basis for the Simplex space
ilr_coordinates
Coordinates for an orthonormal basis
merge_components
Build a hierchical partition randomly from given K
merge_step
Merging components step
mixpack
mixpack.
rmixnorm
Random sample generated from an specified gaussian mixture...
rmixnorm_solution
Random sample generated from an specified gaussian mixture...

Files in this package

mixpack
mixpack/src
mixpack/src/Makevars
mixpack/src/merging_components.cpp
mixpack/src/Makevars.win
mixpack/src/RcppExports.cpp
mixpack/NAMESPACE
mixpack/R
mixpack/R/mixture_function.R
mixpack/R/mixpack.R
mixpack/R/combining_partitions.R
mixpack/R/RcppExports.R
mixpack/R/mixpack-package.r
mixpack/R/coda.R
mixpack/R/zzz.R
mixpack/README.md
mixpack/MD5
mixpack/DESCRIPTION
mixpack/man
mixpack/man/dmixnorm_solution.Rd
mixpack/man/dmixnorm.Rd
mixpack/man/clr_mixnorm.Rd
mixpack/man/rmixnorm_solution.Rd
mixpack/man/merge_components.Rd
mixpack/man/ilr_basis.Rd
mixpack/man/ilr_coordinates.Rd
mixpack/man/mixpack.Rd
mixpack/man/get_hierarchical_partition.Rd
mixpack/man/get_random_hierarchical_partition.Rd
mixpack/man/merge_step.Rd
mixpack/man/rmixnorm.Rd
mixpack/man/cluster_partition.Rd
mixpack/man/clr_coordinates.Rd