README.md

In pkaram/abtest: AB testing

abtest

abtest is an R package which enables one-sample & two sample AB testing for discrete or continuous variables. The main difference with the base R functions is the direct application of Central Limit Theorem.

#create a sample from uniform distribution
x <- runif(1000)
hist(x,50)

#apply CLT 
x <- clt_transform(x)
hist(x,50)

Depending on the samples to be compared you can apply or not the CLT.

#two sample t-test 
x1 <- rnorm(1000)
x2 <- runif(1000)
t_test_two_sample(x1,x2,clt=T)

Functions have been merged into a shiny app. The user is able to perform a test for any of the variables loaded into the environment and interactively check results.

runshinyapp()

pkaram/abtest documentation built on Feb. 9, 2021, 10:11 p.m.