CRAN/E | AovBay

AovBay

Classic, Nonparametric and Bayesian One-Way Analysis of Variance Panel

Installation

About

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.

System requirements GNU make

Key Metrics

Version 0.1.0
R ≥ 3.4.0
Published 2021-07-22 1003 days ago
Needs compilation? yes
License MIT
License File
CRAN checks AovBay results

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Maintainer

Maintainer

Mauricio Rojas-Campuzano

maujroja@espol.edu.ec

Authors

Mauricio Rojas-Campuzano

aut / cre / ctb

Johny Pambabay-Calero

aut / ctb

Sergio Bauz-Olvera

ctb

Omar Ruiz-Barzola

ctb

Material

Reference manual
Package source

In Views

Bayesian

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

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