Applies the Beta regression model in the Bayesian statistical view with the possibility of adding a spatial effect in the parameters, the Beta regression is used when the response variable is a proportion variable, that is, it only accepts values between 0 and 1.
The package 'bayesbr' uses 'rstan' package to build the Bayesian statistical models. The main function of the package receives as a parameter a form informing the independent variable and the co-variables of the model to be made, as output it returns a list with the results of the model. For more details see Ferrari and Cribari-Neto (2004) <doi:10.1080/0266476042000214501> and Hoffman and Gelman (2014) <arXiv:1111.4246>.
| Version: |
0.0.1.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
methods, Rcpp (≥ 0.12.0), rstan (≥ 2.18.1), rstantools (≥
2.0.0), coda, tidyr, dplyr, stringr, ggplot2, magrittr, fdrtool (≥ 1.2.15), Formula (≥ 1.2-3), loo (≥ 2.2.0), RcppParallel |
| LinkingTo: |
BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0), RcppParallel |
| Suggests: |
knitr, rmarkdown, shiny, highcharter, DT, shinydashboard, dashboardthemes, shinyalert, shinyjs, openxlsx, tidyverse |
| Published: |
2021-07-16 |
| Author: |
Joao Melo [aut, cre],
Vinicius Mayrink [aut] |
| Maintainer: |
Joao Melo <pjoao266 at gmail.com> |
| BugReports: |
https://github.com/pjoao266/bayesbr/issues |
| License: |
GPL-2 |
| URL: |
https://github.com/pjoao266/bayesbr |
| NeedsCompilation: |
yes |
| SystemRequirements: |
GNU make |
| Materials: |
README |
| In views: |
Bayesian |
| CRAN checks: |
bayesbr results |