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depmix (version 0.9.16)

Dependent Mixture Models

Description

Fits (multigroup) mixtures of latent or hidden Markov models on mixed categorical and continuous (timeseries) data. The 'Rdonlp2' package can optionally be used for optimization of the log-likelihood and is available from R-forge. See Visser et al. (2009, ) for examples and applications.

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Install

install.packages('depmix')

Monthly Downloads

68

Version

0.9.16

License

GPL-3

Maintainer

Ingmar Visser

Last Published

January 10th, 2020

Functions in depmix (0.9.16)

discrimination

Discrimination Learning Data
depmix-internal

Depmix utility functions
dmm

Dependent Mixture Model Specifiction
markovdata

Specifying Markov data objects
generate

Generate data from a dependent mixture model
fitdmm

Fitting Dependent Mixture Models
mgdmm

Multi group model specification
mixdmm

Mixture of dmm's specification
speed

Speed Accuracy Switching Data