depmixS4: Dependent Mixture Models - Hidden Markov Models of GLMs and Other Distributions in S4

Fits latent (hidden) Markov models on mixed categorical and continuous (time series) data, otherwise known as dependent mixture models.

AuthorIngmar Visser <i.visser@uva.nl>, Maarten Speekenbrink <m.speekenbrink@ucl.ac.uk>
Date of publication2016-02-15 13:47:08
MaintainerIngmar Visser <i.visser@uva.nl>
LicenseGPL (>= 2)
Version1.3-3
http://depmix.r-forge.r-project.org/

View on CRAN

Files in this package

depmixS4
depmixS4/inst
depmixS4/inst/CITATION
depmixS4/inst/doc
depmixS4/inst/doc/depmixS4.pdf
depmixS4/inst/doc/depmixS4.Rnw
depmixS4/inst/doc/depmixS4.R
depmixS4/tests
depmixS4/tests/test2getsetpars.Rout.save
depmixS4/tests/test2getsetpars.R
depmixS4/tests/test3responses.R
depmixS4/tests/test1speed.Rout.save
depmixS4/tests/test1speed.R
depmixS4/src
depmixS4/src/fb.h
depmixS4/src/fb.c
depmixS4/NAMESPACE
depmixS4/NEWS
depmixS4/data
depmixS4/data/speed.rda
depmixS4/data/sp500.rda
depmixS4/data/balance.rda
depmixS4/R
depmixS4/R/hess2cov.R depmixS4/R/makeResponseModels.R depmixS4/R/responseMVN.R depmixS4/R/logLik.R depmixS4/R/makeTransModels.R depmixS4/R/depmix.R depmixS4/R/depmix-class.R depmixS4/R/depmixfit.R depmixS4/R/pa2conr.R depmixS4/R/setpars.R depmixS4/R/makeDepmix.R depmixS4/R/EM.R depmixS4/R/multinomial.R depmixS4/R/getpars.R depmixS4/R/fb.R depmixS4/R/responseNORM.R depmixS4/R/llratio.R depmixS4/R/nobs.R depmixS4/R/viterbi.R depmixS4/R/mlogit.R depmixS4/R/allGenerics.R depmixS4/R/forwardbackward.R depmixS4/R/responseGLMBINOM.R depmixS4/R/transInit.R depmixS4/R/makePriorModel.R depmixS4/R/response-class.R depmixS4/R/responseGLMMULTINOM.R depmixS4/R/responseGLMGAMMA.R depmixS4/R/em.control.R depmixS4/R/responseGLM.R depmixS4/R/stationary.R depmixS4/R/depmixfit-class.R depmixS4/R/depmixsim-class.R depmixS4/R/freepars.R depmixS4/R/lystig.R depmixS4/R/responseGLMPOISSON.R
depmixS4/vignettes
depmixS4/vignettes/depmixS4.Rnw
depmixS4/vignettes/depmixS4.bib
depmixS4/vignettes/baldist.pdf
depmixS4/MD5
depmixS4/README
depmixS4/build
depmixS4/build/vignette.rds
depmixS4/DESCRIPTION
depmixS4/man
depmixS4/man/GLMresponse.Rd depmixS4/man/makeDepmix.Rd depmixS4/man/responses.Rd depmixS4/man/depmix.fit.Rd depmixS4/man/mix.Rd depmixS4/man/mix.fitted-class.Rd depmixS4/man/simulate.Rd depmixS4/man/llratio.Rd depmixS4/man/depmix-internal.Rd depmixS4/man/depmix.sim-class.Rd depmixS4/man/depmix.Rd depmixS4/man/depmix-class.Rd depmixS4/man/forwardbackward.Rd depmixS4/man/response-classes.Rd depmixS4/man/speed.Rd depmixS4/man/sp500.Rd depmixS4/man/depmixS4-package.Rd depmixS4/man/em.control.Rd depmixS4/man/depmix.fitted-class.Rd depmixS4/man/response-class.Rd depmixS4/man/depmix-methods.Rd depmixS4/man/transInit.Rd depmixS4/man/mix.sim-class.Rd depmixS4/man/posterior.Rd depmixS4/man/balance.Rd depmixS4/man/mix-class.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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