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", "1.3.0")



Attach the package and use:
library("FlexReg")
Maintained by
Roberto Ascari
[Scholar Profile | Author Map]
First Published: 2020-11-05
Latest Update: 2022-09-16
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 1.3.0, https://cran.r-project.org/web/packages/FlexReg. Accessed 29 Mar. 2025.
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)
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
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for FlexReg0246810121416TrendBars

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
landmix  
Landmark Prediction for Mixture Data
Non-parametric prediction of survival outcomes for mixture data that incorporates covariates and a l ...
Download / Learn more Package Citations See dependency  
gglgbtq  
Show Pride on 'ggplot2' Plots
Provides multiple palettes based on pride flags with tailored themes. ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

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