README.md

In vcoscrato/agnostic: Agnostic hyothesis testing

agnostic

The goal of agnostic is to perform agnostic hypothesis tests in R. In order to be better user friendly, this package is designed to work similarly to R base.

Installation

You can install agnostic directly into R from github with devtools:

if(!("devtools" %in% rownames(installed.packages())))
  install.packages('devtools')
devtools::install_github("vcoscrato/agnostic")

Example

This example performs univariate and multivariate analysis of variance (ANOVA / MANOVA) under the agnostic perspective.

library(agnostic)

# Test data
obs <- c(sample(20:30, size = 24, replace = TRUE))
obs2 <- rnorm(24)
groups <- as.factor(rep(c("A", "B", "c", "D"), 6))

# Build the model (ANOVA)
mod1 <- agnostic.aov(obs ~ groups)

# Get the output under the agnostic perspective
summary(mod1)

# Build the model (MANOVA)
mod2 <- agnostic.aov(cbind(obs, obs2) ~ groups)

# Get the output under the agnostic perspective
summary(mod2)

vcoscrato/agnostic documentation built on April 4, 2020, 11:27 a.m.