Package: ordbetareg 0.8
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:
ordbetareg_0.8.tar.gz
ordbetareg_0.8.tar.gz(r-4.5-noble)ordbetareg_0.8.tar.gz(r-4.4-noble)
ordbetareg_0.8.tgz(r-4.4-emscripten)ordbetareg_0.8.tgz(r-4.3-emscripten)
ordbetareg.pdf |ordbetareg.html✨
ordbetareg/json (API)
NEWS
# Install 'ordbetareg' in R: |
install.packages('ordbetareg', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/saudiwin/ordbetareg_pack/issues
- 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
Last updated 4 days agofrom:efe633210c. Checks:2 OK. Indexed: no.
Target | Result | Latest binary |
---|---|---|
Doc / Vignettes | OK | Feb 04 2025 |
R-4.5-linux | OK | Feb 04 2025 |
Exports:dordbetanormalizeordbetaregplot_heissposterior_epred_ordbetapp_check_ordbetarordbetasim_ordbeta
Dependencies:abindbackportsbayesplotBHbridgesamplingbrmsBrobdingnagcallrcheckmateclicodacodetoolscolorspacecpp11descdigestdistributionaldplyrfansifarverfuturefuture.applygenericsggplot2ggridgesglobalsgluegridExtragtableinlineinsightisobandlabelinglatticelifecyclelistenvloomagrittrMASSMatrixmatrixStatsmgcvmunsellmvtnormnleqslvnlmenumDerivparallellypillarpkgbuildpkgconfigplyrposteriorprocessxpspurrrQuickJSRR6RColorBrewerRcppRcppEigenRcppParallelreshape2rlangrstanrstantoolsscalesStanHeadersstringistringrtensorAtibbletidyrtidyselectutf8vctrsviridisLitewithr
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 Plot for Predicted Proportions of Bounded Scale Components | plot_heiss |
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 |