mixpack: Tools to Work with Mixture Components
Version 0.3.6

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.

Browse man pages Browse package API and functions Browse package files

AuthorMarc Comas-Cufí [aut, cre], Josep Antoni Martín-Fernández [aut], Glòria Mateu-Figueras [aut]
Date of publication2017-01-27 10:18:30
MaintainerMarc Comas-Cufí <mcomas@imae.udg.edu>
LicenseGPL
Version0.3.6
URL http://mcomas.net/software/mixpack
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("mixpack")

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...

Functions

b_absorbes_a Source code
clr_coordinates Man page Source code
clr_mixnorm Man page Source code
cluster_partition Man page Source code
dmixnorm Man page Source code
dmixnorm_mclust Source code
dmixnorm_rmixmod Source code
dmixnorm_solution Man page Source code
dmixnorm_solution_func Source code
get_hierarchical_partition Man page Source code
get_hierarchical_partition_cpp Source code Source code
get_hierarchical_partition_generic Source code
get_hierarchical_partition_mult_fast Source code
get_order Source code
get_random_hierarchical_partition Man page Source code
ilr_basis Man page Source code
ilr_coordinates Man page Source code
lambda_coda Source code
lambda_codaNorm Source code
lambda_demp Source code
lambda_dempMod Source code
lambda_entropy Source code
lambda_prop Source code
mergeComponents Source code
mergeComponents_mult Source code
merge_components Man page Source code
merge_step Man page Source code
merge_step_cpp Source code Source code
merge_step_generic Source code
mixpack Man page
mixpack-package Man page
omega_const Source code
omega_dich Source code
omega_prop Source code
onAttach Source code
part_name Source code
prop_partition_mult Source code
rmixnorm Man page Source code
rmixnorm_mclust Source code
rmixnorm_rmixmod Source code
rmixnorm_solution Man page Source code

Files

inst
inst/doc
inst/doc/mixture_components.html
inst/doc/mixture_components.R
inst/doc/mixture_components.Rmd
src
src/Makevars
src/merging_components.cpp
src/Makevars.win
src/RcppExports.cpp
NAMESPACE
R
R/mixture_function.R
R/mixpack.R
R/combining_partitions.R
R/RcppExports.R
R/mixpack-package.r
R/coda.R
R/zzz.R
vignettes
vignettes/mixture_components.Rmd
README.md
MD5
build
build/vignette.rds
DESCRIPTION
man
man/dmixnorm_solution.Rd
man/dmixnorm.Rd
man/clr_mixnorm.Rd
man/rmixnorm_solution.Rd
man/merge_components.Rd
man/ilr_basis.Rd
man/ilr_coordinates.Rd
man/mixpack.Rd
man/get_hierarchical_partition.Rd
man/get_random_hierarchical_partition.Rd
man/merge_step.Rd
man/rmixnorm.Rd
man/cluster_partition.Rd
man/clr_coordinates.Rd
mixpack documentation built on May 19, 2017, 10:02 p.m.