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NHMSAR (version 1.4)

Non-Homogeneous Markov Switching Autoregressive Models

Description

Calibration, simulation, validation of (non-)homogeneous Markov switching autoregressive models with Gaussian or von Mises innovations. Penalization methods are implemented for Markov Switching Vector Autoregressive Models of order 1 only. Most functions of the package handle missing values.

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Version

Install

install.packages('NHMSAR')

Monthly Downloads

26

Version

1.4

License

GPL

Maintainer

Valerie Monbet

Last Published

April 24th, 2016

Functions in NHMSAR (1.4)

Mstep.hh.MSAR

Mstep.classif

cor.MSAR

simule_MC

Mstep.hh.MSAR.with.constraints

Mstep.hh.SCAD.cw.MSAR

forwards_backwards

WindDir

MeanDurOver

fit.MSAR.VM

NH-MSAR-package

Estep.MSAR

Cond.prob.MSAR

emisprob.MSAR.VM

Emission probabilities for von Mises MSAR
Mstep.hh.ridge.MSAR

simule.nh.MSAR

valid_all

meteo.data

Mstep.nh.MSAR.VM

init.theta.MSAR (NH-MSAR)

Estep.MSAR.VM

Wind

Mstep.hh.reduct.MSAR

Mstep.hh.MSAR.VM

Mstep.hn.MSAR

Mstep.nh.MSAR

ENu_graph

init.theta.MSAR.VM

test.model.MSAR

MeanDurUnder

nhforwards_backwards

regimes.plot.MSAR

prediction.MSAR

forecast.prob.MSAR

fit.MSAR (NH-MSAR)

test.model.vect.MSAR

Mstep.hh.SCAD.MSAR

log_dens_Von_Mises

von Mises log likelihood.
Mstep.nn.MSAR

simule.nh.MSAR.VM

Mstep.hh.lasso.MSAR

PibDetteDemoc

cross.cor.MSAR