Package: hmmr 1.0-1

Ingmar Visser

hmmr: Mixture and Hidden Markov Models with R: Datasets and Example Code

Datasets and code examples that accompany our book Visser & Speekenbrink (2021), "Mixture and Hidden Markov Models with R", <https://depmix.github.io/hmmr/>.

Authors:Ingmar Visser [aut, cre], Maarten Speekenbrink [aut]

hmmr_1.0-1.tar.gz
hmmr_1.0-1.zip(r-4.7)hmmr_1.0-1.zip(r-4.6)hmmr_1.0-1.zip(r-4.5)
hmmr_1.0-1.tgz(r-4.6-any)hmmr_1.0-1.tgz(r-4.5-any)
hmmr_1.0-1.tar.gz(r-4.7-any)hmmr_1.0-1.tar.gz(r-4.6-any)
hmmr_1.0-1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
hmmr/json (API)
NEWS

# Install 'hmmr' in R:

install.packages('hmmr', repos = c('https://depmix.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/depmix/hmmr/issues

Datasets:

balance8 - Repeated measures on the balance scale
balance8pars - Parameter estimates of models for the balance8 data set
confint - Confidence intervals Visser et al
conservation - Conservation of liquid
dccs - Dimensional Change Card Sort Task Data
dccs_boot_LR - Dccs boot LR
dccslong - Dimensional Change Card Sort Task Data
disc42 - Discrimination Learning Data
discrimination - Discrimination Learning Data
IGT - Iowa Gambling Task data
MAR_simulation_results - Missing at random (MAR) simulation results.
MNAR_simulation_results - Missing not at random (MNAR) simulation results.
perth - Perth dams water levels.
SEsamples - Bootstrap Samples for Simple 2-State Model
simplehmm - Hmm toy data set from Visser et al
speed_boot_LR - Speed boot LR
speed_boot_LR_extra - Speed boot LR
speed_boot_par - Speed boot par
speed1 - Speed Accuracy Switching Data
WPT - Weather Prediction Task Data

On CRAN:

2.30 score 2 stars 8 scripts 602 downloads 3 exports 18 dependencies

Last updated from:6bf0a0add6. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	OK	137
source / vignettes	OK	132
linux-release-x86_64	OK	120
macos-release-arm64	OK	103
macos-oldrel-arm64	OK	95
windows-devel	OK	102
windows-release	OK	105
windows-oldrel	OK	77
wasm-release	OK	81

Exports:FFBS_BinomialNormal hmm lca

Dependencies:boot codetools depmixS4 digest future future.apply globals lattice listenv MASS nlme nnet numDeriv parallelly Rcpp RcppArmadillo Rsolnp truncnorm

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Repeated measures on the balance scale	balance8
Parameter estimates of models for the balance8 data set	balance8pars
Confidence intervals Visser et al (2000)	confint
Conservation of liquid	conservation
Dimensional Change Card Sort Task Data	dccs dccslong
dccs boot LR	dccs_boot_LR
Discrimination Learning Data	disc42
Discrimination Learning Data	discrimination
Posterior (MCMC) samples for a hidden Markov model with a Binomial and Normal response using the forward-filtering backward-sampling algorithm.	FFBS_BinomialNormal
Fit hidden Markov and latent class models.	hmm lca
Iowa Gambling Task data	IGT
Missing at random (MAR) simulation results.	MAR_simulation_results
Missing not at random (MNAR) simulation results.	MNAR_simulation_results
Perth dams water levels.	perth
Bootstrap Samples for Simple 2-State Model	SEsamples
Hmm toy data set from Visser et al (2000)	simplehmm
speed boot LR	speed_boot_LR
speed boot LR	speed_boot_LR_extra
speed boot par	speed_boot_par
Speed Accuracy Switching Data	speed1
Weather Prediction Task Data	WPT