This package is considered a duplicate. The official version of this package is found at:https://saudiwin.r-universe.dev/ordbetareg

Package: ordbetareg 0.8

Robert Kubinec

ordbetareg: Ordered Beta Regression Models with 'brms'

Implements ordered beta regression models, which are for modeling continuous variables with upper and lower bounds, such as survey sliders, dose-response relationships and indexes. For more information, see Kubinec (2023) <doi:10.31235/osf.io/2sx6y>. The package is a front-end to the R package 'brms', which facilitates a range of regression specifications, including hierarchical, dynamic and multivariate modeling.

Authors:Robert Kubinec [aut, cre]

ordbetareg_0.8.tar.gz
ordbetareg_0.8.zip(r-4.7)ordbetareg_0.8.zip(r-4.6)ordbetareg_0.8.zip(r-4.5)
ordbetareg_0.8.tgz(r-4.6-any)ordbetareg_0.8.tgz(r-4.5-any)
ordbetareg_0.8.tar.gz(r-4.7-any)ordbetareg_0.8.tar.gz(r-4.6-any)
ordbetareg_0.8.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ordbetareg/json (API)

# Install 'ordbetareg' in R:

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

Bug tracker:https://github.com/saudiwin/ordbetareg_pack/issues

Datasets:

fit_multivariate - Fitted Ordered Beta Regression Model
ord_fit_mean - Fitted Ordered Beta Regression Model
ord_fit_phi - Fitted Ordered Beta Regression Model
pew - Pew American Trends Panel Wave 28
sim_data - Simulated Ordered Beta Regression Values

On CRAN:

quarto

7.64 score 21 stars 1 packages 99 scripts 4.6k downloads 8 exports 76 dependencies

Last updated from:b4b9d64550. Checks:9 OK. Indexed: no.

Target	Result	Time
linux-devel-x86_64	OK	283
source / vignettes	OK	328
linux-release-x86_64	OK	264
macos-release-arm64	OK	185
macos-oldrel-arm64	OK	159
windows-devel	OK	314
windows-release	OK	244
windows-oldrel	OK	270
wasm-release	OK	189

Exports:dordbeta normalize ordbetareg plot_hk posterior_epred_ordbeta pp_check_ordbeta rordbeta sim_ordbeta

Dependencies:abind backports bayesplot BH bridgesampling brms Brobdingnag callr checkmate cli coda codetools cpp11 desc digest distributional dplyr farver future future.apply generics ggplot2 ggridges globals glue gridExtra gtable inline insight isoband labeling lattice lifecycle listenv loo magrittr Matrix matrixStats mgcv mvtnorm nleqslv nlme numDeriv otel parallelly pillar pkgbuild pkgconfig plyr posterior processx ps purrr QuickJSR R6 RColorBrewer Rcpp RcppEigen RcppParallel reshape2 rlang rstan rstantools S7 scales StanHeaders stringi stringr tensorA tibble tidyr tidyselect utf8 vctrs viridisLite withr

Vignette's Title

Rendered frompackage_introduction.qmdusingquarto::html

Last update: 2026-01-21
Started: 2025-01-27

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Probability Density Function for the Ordered Beta Distribution	dordbeta
Fitted Ordered Beta Regression Model (Multivariate regression)	fit_multivariate
Normalize Outcome/Response to \[0,1\] Interval	normalize
Fitted Ordered Beta Regression Model	ord_fit_mean
Fitted Ordered Beta Regression Model (Phi Regression)	ord_fit_phi
Fit Ordered Beta Regression Model	ordbetareg
Pew American Trends Panel Wave 28	pew
Heiss-Kurz Plot for Predicted Proportions of Bounded Scale Components	plot_hk
Calculate Probability of Response Components	posterior_epred_ordbeta posterior_epred_ordbeta.brmsfit
Accurate Posterior Predictive Plots for Ordbetareg Models	pp_check_ordbeta
Generate Ordered Beta Variates	rordbeta
Simulated Ordered Beta Regression Values	sim_data
Power Calculation via Simulation of the Ordered Beta Regression Model	sim_ordbeta