Tools to Work with Mixture Components

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Documentation for package ‘mixpack’ version 0.3.4

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mixpack-package mixpack.
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 model.
rmixnorm_solution Random sample generated from an specified gaussian mixture model.