depmix: Dependent Mixture Models

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
2016-02-22 11:54:19
Maintainer
Ingmar Visser <i.visser@uva.nl>
License
GPL-3
Version
0.9.14

View on CRAN

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
depmix/inst
depmix/inst/CITATION
depmix/inst/doc
depmix/inst/doc/depmix-intro.pdf
depmix/src
depmix/src/matrix.cc
depmix/src/mdmm.cc
depmix/src/derdist.c
depmix/src/npsolfit.h
depmix/src/hessdist.c
depmix/src/mgdmm.h
depmix/src/mmts.h
depmix/src/logl.h
depmix/src/mdmm.h
depmix/src/logl.cc
depmix/src/globals.h
depmix/src/mmts.cc
depmix/src/hessdist.h
depmix/src/mts.h
depmix/src/mgdmm.cc
depmix/src/derdist.h
depmix/src/mts.cc
depmix/src/matrix.h
depmix/NAMESPACE
depmix/data
depmix/data/speed.rda
depmix/data/discrimination.rda
depmix/R
depmix/R/markovdata.R
depmix/R/depmix.R
depmix/R/depmix-internal.R
depmix/R/mgdmm.R
depmix/R/lca.R
depmix/R/mixdmm.R
depmix/R/generate.R
depmix/R/dmm.R
depmix/MD5
depmix/README
depmix/DESCRIPTION
depmix/man
depmix/man/fitdmm.Rd
depmix/man/markovdata.Rd
depmix/man/depmix-internal.Rd
depmix/man/mgdmm.Rd
depmix/man/speed.Rd
depmix/man/generate.Rd
depmix/man/discrimination.Rd
depmix/man/dmm.Rd
depmix/man/mixdmm.Rd
depmix/CHANGES