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 |
| Reference manual: | bayesbr.pdf |
| Vignettes: |
bayesbr_app |
| Package source: | bayesbr_0.0.1.0.tar.gz |
| Windows binaries: | r-devel: bayesbr_0.0.1.0.zip, r-release: bayesbr_0.0.1.0.zip, r-oldrel: bayesbr_0.0.1.0.zip |
| macOS binaries: | r-release (arm64): bayesbr_0.0.1.0.tgz, r-oldrel (arm64): bayesbr_0.0.1.0.tgz, r-release (x86_64): bayesbr_0.0.1.0.tgz, r-oldrel (x86_64): bayesbr_0.0.1.0.tgz |
| Old sources: | bayesbr archive |
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