Other packages > Find by keyword >

FlexReg  

Regression Models for Bounded Continuous and Discrete Responses
View on CRAN: Click here


Download and install FlexReg package within the R console
Install from CRAN:
install.packages("FlexReg")

Install from Github:
library("remotes")
install_github("cran/FlexReg")

Install by package version:
library("remotes")
install_version("FlexReg", "1.4.2")



Attach the package and use:
library("FlexReg")
Maintained by
Roberto Ascari
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-11-05
Latest Update: 2025-04-14
Description:
Functions to fit regression models for bounded continuous and discrete responses. In case of bounded continuous responses (e.g., proportions and rates), available models are the flexible beta (Migliorati, S., Di Brisco, A. M., Ongaro, A. (2018) ), the variance-inflated beta (Di Brisco, A. M., Migliorati, S., Ongaro, A. (2020) ), the beta (Ferrari, S.L.P., Cribari-Neto, F. (2004) ), and their augmented versions to handle the presence of zero/one values (Di Brisco, A. M., Migliorati, S. (2020) ) are implemented. In case of bounded discrete responses (e.g., bounded counts, such as the number of successes in n trials), available models are the flexible beta-binomial (Ascari, R., Migliorati, S. (2021) ), the beta-binomial, and the binomial are implemented. Inference is dealt with a Bayesian approach based on the Hamiltonian Monte Carlo (HMC) algorithm (Gelman, A., Carlin, J. B., Stern, H. S., Rubin, D. B. (2014) ). Besides, functions to compute residuals, posterior predictives, goodness of fit measures, convergence diagnostics, and graphical representations are provided.
How to cite:
Roberto Ascari (2020). FlexReg: Regression Models for Bounded Continuous and Discrete Responses. R package version 1.4.2, https://cran.r-project.org/web/packages/FlexReg. Accessed 07 Oct. 2026.
Previous versions and publish date:
1.0 (2020-11-05 09:20), 1.1 (2022-01-17 17:52), 1.2 (2022-09-16 11:46), 1.3.0 (2023-09-29 10:40), 1.3.1 (2025-04-14 12:40), 1.4.1 (2025-09-11 12:00), 1.4 (2025-09-09 10:30), (2026-07-09 08:04)
Other packages that cited FlexReg R package
View FlexReg citation profile
Other R packages that FlexReg depends, imports, suggests or enhances
Complete documentation for FlexReg
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
ggTimeSeries  
Time Series Visualisations Using the Grammar of Graphics
Provides additional display mediums for time series visualisations. ...
Download / Learn more Package Citations See dependency  
skewlmm  
Scale Mixture of Skew-Normal Linear Mixed Models
It fits scale mixture of skew-normal linear mixed models using an expectation–maximization (EM) ty ...
Download / Learn more Package Citations See dependency  
PairedData  
Paired Data Analysis
Many datasets and a set of graphics (based on ggplot2), statistics, effect sizes and hypothesis test ...
Download / Learn more Package Citations See dependency  
plaqr  
Partially Linear Additive Quantile Regression
Estimation, prediction, thresholding, transformation, and plotting for partially linear additive qua ...
Download / Learn more Package Citations See dependency  
blandr  
Bland-Altman Method Comparison
Carries out Bland Altman analyses (also known as a Tukey mean-difference plot) as described by JM B ...
Download / Learn more Package Citations See dependency  

28,905

R Packages

247,686

Dependencies

76,495

Author Associations

28,906

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA