Package: transitreg 0.2-1

Nikolaus Umlauf

transitreg: Flexible Transition Models for Probabilistic Learning

Provides infrastructure for estimating flexible transition models, supporting both count and continuous responses. For continuous responses, a slicing trick is applied to estimate fully probabilistic models.

Authors:Nikolaus Umlauf [aut, cre], Reto Stauffer [aut]

transitreg_0.2-1.tar.gz
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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
transitreg/json (API)

# Install 'transitreg' in R:

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

Bug tracker:https://github.com/retostauffer/transitreg/issues

Uses libs:

openmp– GCC OpenMP (GOMP) support library

Datasets:

Shannon - Weather Data Shannon Airport

On CRAN:

quarto openmp

3.20 score 10 exports 25 dependencies

Last updated from:9c22f03895. Checks:11 WARNING, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	WARNING	160
linux-devel-x86_64	WARNING	165
source / vignettes	OK	193
linux-release-arm64	WARNING	156
linux-release-x86_64	WARNING	152
macos-release-arm64	WARNING	181
macos-release-x86_64	WARNING	227
macos-oldrel-arm64	WARNING	140
macos-oldrel-x86_64	WARNING	206
windows-devel	WARNING	181
windows-release	WARNING	141
windows-oldrel	WARNING	154
wasm-release	OK	151

Exports:convert_tp dtransit ptransit qtransit rtransit survival Transition transitreg transitreg_glmnet transitreg_tensorflow

Dependencies:cli colorspace cpp11 distributions3 farver Formula ggplot2 glue gtable isoband labeling lattice lifecycle Matrix mgcv nlme R6 RColorBrewer rlang S7 scales topmodels vctrs viridisLite withr

transitreg

Overview | References

Rendered fromtransitreg.qmdusingquarto::html

Last update: 2025-04-17
Started: 2025-01-17

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Check and Prepare Newdata	check_and_prepare_newdata
Converting between Densities, Probabilities, and Transition Probabilities	convert_tp
Create Column Names for Return Matrix	get_elementwise_colnames
Create Breaks for (Pseudo-)bins	make_breaks
Convert Numerics to Pseudo-Bins	num2bin
Plot Method for Transition Model Fits	plot.transitreg
Predict Method for Transition Model Fits	predict.transitreg
Weather Data Shannon Airport (Ireland)	Shannon
Creating Survival Object	as.character.survival format.survival print.survival survival [.survival
Creates a Transition Distribution	as.matrix.Transition c.Transition cdf.Transition dtransit is_continuous.Transition is_discrete.Transition log_pdf.Transition mean.Transition median.Transition pdf.Transition plot.Transition ptransit qtransit quantile.Transition random.Transition rtransit support.Transition Transition
Transition Models Estimation	logLik.transitreg newresponse.transitreg prodist.transitreg transitreg
Detect number of cores for OpenMP	transitreg_detect_cores
Get number of cores for OpenMP	transitreg_get_number_of_cores
Estimat Transition Probabilities via 'glmnet'	predict.transitreg_glmnet transitreg_glmnet
Estimat Transition Probabilities via 'tensorflow'/'keras3'	predict.transitreg_tensorflow transitreg_tensorflow
Transition Model Data Preparer	transitreg_tmf