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ordbetareg (version 0.8)

ordbetareg-package: ordbetareg: A Model for Continuous Data with Lower and Upper Bounds

Description

The ordbetareg package is essentially a wrapper around brms that enables the ordered beta regression model to be fit. This model has advantages over other alternatives for continous data with upper and lower bounds, such as survey sliders, indexes, dose-response relationships, and visual analog scales (among others). The package allows for all of the many brms regression modeling functions to be used with the ordered beta regression distribution.

Arguments

Author

Maintainer: Robert Kubinec bobkubinec@gmail.com (ORCID)

Details

To learn more about how the package works, see the vignette by using the command browseVignettes(package='ordbetareg').

For more info about the distribution, see this paper: https://osf.io/preprints/socarxiv/2sx6y/

To cite the package, please cite the following paper:

Kubinec, Robert. "Ordered Beta Regression: A Parsimonious, Well-Fitting Model for Continuous Data with Lower and Upper Bounds." Political Analysis. 2022.

See Also