| Type: | Package |
| Title: | Classic, Nonparametric and Bayesian One-Way Analysis of Variance Panel |
| Version: | 0.1.0 |
| Description: | It covers various approaches to analysis of variance, provides an assumption testing section in order to provide a decision diagram that allows selecting the most appropriate technique. It provides the classical analysis of variance, the nonparametric equivalent of Kruskal Wallis, and the Bayesian approach. These results are shown in an interactive shiny panel, which allows modifying the arguments of the tests, contains interactive graphics and presents automatic conclusions depending on the tests in order to contribute to the interpretation of these analyzes. 'AovBay' uses 'Stan' and 'FactorBayes' for Bayesian analysis and 'Highcharts' for interactive charts. |
| License: | MIT + file LICENSE |
| Encoding: | UTF-8 |
| LazyData: | true |
| Biarch: | true |
| Depends: | R (≥ 3.4.0) |
| Imports: | methods, DT, shiny, shinydashboardPlus, shinydashboard, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), rstantools (≥ 2.1.1), dplyr, tibble, BayesFactor, broom, car, highcharter, moments, reshape, nortest, purrr, shinycssloaders, stringr, waiter, htmltools |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| SystemRequirements: | GNU make |
| RoxygenNote: | 7.1.1 |
| NeedsCompilation: | yes |
| Packaged: | 2021-07-20 21:32:02 UTC; javierrojas |
| Author: | Mauricio Rojas-Campuzano [aut, cre, ctb], Johny Pambabay-Calero [aut, ctb], Sergio Bauz-Olvera [ctb], Omar Ruiz-Barzola [ctb] |
| Maintainer: | Mauricio Rojas-Campuzano <maujroja@espol.edu.ec> |
| Repository: | CRAN |
| Date/Publication: | 2021-07-22 06:30:02 UTC |
The 'AovBay' package.
Description
Package developed for the visualization and presentation of one-way analysis of variance models, with a classical, non-parametric and Bayesian approach.
References
Stan Development Team (2020). RStan: the R interface to Stan. R package version 2.19.3. https://mc-stan.org
Pollutions Data Set
Description
A data set of removal of a pharmaceutical product classified as emerging pollutants in aqueous medium using the vetiver species (Chrysopogon zizanioides).
Usage
PollutionData
Format
A data frame:
- CONC.ppm
Concentration of the pollution in parts per million.
- RemocionPorc
Remotion Percent.
Source
<http://revistabionatura.com/2021.06.01.7.html>
Interactive panel ANOVA classic, non parametric and bayesian
Description
Interactive panel to visualize and develop one-way analysis of variance models, from the classical, non-parametric and Bayesian approach.
Usage
aovbayes(dataset = FALSE)
Arguments
dataset |
Data set |
Value
A shiny panel with the classical, non-parametric and Bayesian analyzes of variance, based on the specification of the dependent and independent variable of the data set provided in dataset, also provides a decision diagram that suggests which method is appropriate, based on the assumptions of the models.
Examples
data(PollutionData)
aovbayes(PollutionData)