depmix: Dependent Mixture Models

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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.

Author
Ingmar Visser <i.visser@uva.nl>
Date of publication
2016-02-12 07:50:29
Maintainer
Ingmar Visser <i.visser@uva.nl>
License
GPL-3
Version
0.9.14

View on R-Forge

Man pages

depmix-internal
Depmix utility functions
discrimination
Discrimination Learning Data
dmm
Dependent Mixture Model Specifiction
fitdmm
Fitting Dependent Mixture Models
generate
Generate data from a dependent mixture model
markovdata
Specifying Markov data objects
mgdmm
Multi group model specification
mixdmm
Mixture of dmm's specification
speed
Speed Accuracy Switching Data

Files in this package

depmix/CHANGES
depmix/DESCRIPTION
depmix/NAMESPACE
depmix/R
depmix/R/depmix-internal.R
depmix/R/depmix.R
depmix/R/dmm.R
depmix/R/generate.R
depmix/R/lca.R
depmix/R/markovdata.R
depmix/R/mgdmm.R
depmix/R/mixdmm.R
depmix/README
depmix/data
depmix/data/discrimination.rda
depmix/data/speed.rda
depmix/inst
depmix/inst/CITATION
depmix/inst/doc
depmix/inst/doc/depmix-intro.pdf
depmix/man
depmix/man/depmix-internal.Rd
depmix/man/discrimination.Rd
depmix/man/dmm.Rd
depmix/man/fitdmm.Rd
depmix/man/generate.Rd
depmix/man/markovdata.Rd
depmix/man/mgdmm.Rd
depmix/man/mixdmm.Rd
depmix/man/speed.Rd
depmix/src
depmix/src/derdist.c
depmix/src/derdist.h
depmix/src/globals.h
depmix/src/hessdist.c
depmix/src/hessdist.h
depmix/src/logl.cc
depmix/src/logl.h
depmix/src/matrix.cc
depmix/src/matrix.h
depmix/src/mdmm.cc
depmix/src/mdmm.h
depmix/src/mgdmm.cc
depmix/src/mgdmm.h
depmix/src/mmts.cc
depmix/src/mmts.h
depmix/src/mts.cc
depmix/src/mts.h
depmix/src/npsolfit.h