hmmr (version 1.0-0)

"Mixture and Hidden Markov Models with R" Datasets and Example Code

Description

Datasets and code examples that accompany our book Visser & Speekenbrink (2021), "Mixture and Hidden Markov Models with R", .

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Version

Install

install.packages('hmmr')

Monthly Downloads

375

Version

1.0-0

License

GPL (>= 2)

Maintainer

Ingmar Visser

Last Published

May 27th, 2021

Functions in hmmr (1.0-0)

confint

Confidence intervals Visser et al (2000)

speed_boot_par

speed boot par

simplehmm

Hmm toy data set from Visser et al (2000)

speed1

Speed Accuracy Switching Data

balance8pars

Parameter estimates of models for the balance8 data set

disc42

Discrimination Learning Data

discrimination

Discrimination Learning Data

speed_boot_LR

speed boot LR

conservation

Conservation of liquid

speed_boot_LR_extra

speed boot LR

dccs

Dimensional Change Card Sort Task Data

WPT

Weather Prediction Task Data

perth

Perth dams water levels.

MNAR_simulation_results

Missing not at random (MNAR) simulation results.

hmm

Fit hidden Markov and latent class models.

dccs_boot_LR

dccs boot LR

SEsamples

Bootstrap Samples for Simple 2-State Model

balance8

Repeated measures on the balance scale

MAR_simulation_results

Missing at random (MAR) simulation results.

FFBS_BinomialNormal

Posterior (MCMC) samples for a hidden Markov model with a Binomial and Normal response using the forward-filtering backward-sampling algorithm.

IGT

Iowa Gambling Task data