Extended Generalised Linear Hidden Markov Models

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Documentation for package ‘eglhmm’ version 0.1-3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

anova.eglhmm	Test for a difference between two fitted 'eglhmm' models.
bcov	Bootstrap covariance.
bivarSim	Simulated monocyte counts and psychosis symptoms.
Bovine	Data from "An Introduction to Discrete-Valued Time Series"
ccSim	Simulated monocyte counts and psychosis symptoms.
crossval	Cross validate an extended generalised linear hidden Markov model.
Cryptosporidiosis	Data from "An Introduction to Discrete-Valued Time Series"
Downloads	Data from "An Introduction to Discrete-Valued Time Series"
eglhmm	Fit (extended) generalised linear hidden Markov models.
EricssonB_Jul2	Data from "An Introduction to Discrete-Valued Time Series"
FattyLiver	Data from "An Introduction to Discrete-Valued Time Series"
FattyLiver2	Data from "An Introduction to Discrete-Valued Time Series"
fitted.eglhmm	Predict method for extended generalised linear hidden Markov models.
ftLiardFlows	Canadian hydrological data sets.
goldparticle380	Data from "An Introduction to Discrete-Valued Time Series"
Hanta	Data from "An Introduction to Discrete-Valued Time Series"
ic25kHz_12_sgmnt1	Ion channel data
ic25kHz_13_sgmnt2	Ion channel data
ic25kHz_14_sgmnt2	Ion channel data
ic25kHz_15_sgmnt2	Ion channel data
ic50kHz_06_sgmnt2	Ion channel data
ic50kHz_08_sgmnt2	Ion channel data
ic50kHz_09_sgmnt1	Ion channel data
ic50kHz_10_sgmnt1	Ion channel data
InfantEEGsleepstates	Data from "An Introduction to Discrete-Valued Time Series"
ionChannelData	Ion channel data
IPs	Data from "An Introduction to Discrete-Valued Time Series"
LegionnairesDisease	Data from "An Introduction to Discrete-Valued Time Series"
linLandFlows	Canadian hydrological data sets.
monoCyteSim	Simulated monocyte counts and psychosis symptoms.
OffshoreRigcountsAlaska	Data from "An Introduction to Discrete-Valued Time Series"
plot.eglhmm	Plot the results of an eglhmm fit.
portMannFlows	Canadian hydrological data sets.
portMannSedCon	Canadian hydrological data sets.
portMannSedLoads	Canadian hydrological data sets.
postHocGradHess	Obtain gradient and Hessian, post hoc.
PriceStability	Data from "An Introduction to Discrete-Valued Time Series"
print.kitty	Specialised print methods.
print.RhoExpForm	Specialised print methods.
print.RhoProbForm	Specialised print methods.
reglhmm	Simulate data from a hidden generalised linear Markov model.
reglhmm.default	Simulate data from a hidden generalised linear Markov model.
reglhmm.eglhmm	Simulate data from a hidden generalised linear Markov model.
reorder.eglhmm	Reorder the states of a fitted eglhmm model
Strikes	Data from "An Introduction to Discrete-Valued Time Series"
SydColCount	Sydney coliform bacteria data
SydColDisc	Sydney coliform bacteria data
weissData	Data from "An Introduction to Discrete-Valued Time Series"
WoodPeweeSong	Data from "An Introduction to Discrete-Valued Time Series"