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]
All associated links for this package
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
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
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

EasyDescribe  
A Convenient Way of Descriptive Statistics
Descriptive Statistics is essential for publishing articles. This package can perform descriptive s ...
Download / Learn more Package Citations See dependency  
hydropeak  
Detect and Characterize Sub-Daily Flow Fluctuations
An important environmental impact on running water ecosystems is caused by hydropeaking - the disco ...
Download / Learn more Package Citations See dependency  
gmt  
Interface Between GMT Map-Making Software and R
Interface between the GMT map-making software and R, enabling the user to manipulate geographic dat ...
Download / Learn more Package Citations See dependency  
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  
trapezoid  
The Trapezoidal Distribution
The trapezoid package provides 'dtrapezoid', 'ptrapezoid', 'qtrapezoid', and 'rtrapezoid' functions ...
Download / Learn more Package Citations See dependency  
rankdist  
Distance Based Ranking Models
Implements distance based probability models for ranking data. The supported distance metrics inclu ...
Download / Learn more Package Citations See dependency  

22,187

R Packages

188,753

Dependencies

55,244

Author Associations

22,188

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns