In akunuriYoshitha/BestTransform: Treats the Dataset for Best Possible Transformation

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "README-"
)
library(BestTransform)

BestTransform: Identify the transformation that best fits all the continous vectors in a given dataframe.

The BestTransform R package was designed to help find a transformation that best fits all the continuous vectors in a given dataframe. There are many techniques that have been developed in this aim, however each has been subject to their own strengths/weaknesses, and it is unclear on how to decide which will work best until the data is observed. This package will look at a range of possible transformations and return the best one, based on the user specified metric, wich can be chosen from Minimum skewness, Shapiro P value and Pearson P value.

Installation

You can install the most recent (devel) version of BestTransform from github with:

# install.packages("devtools")
devtools::install_github("SrinivasaSaketh/BestTransform")

Or, you can download it from CRAN with:

install.packages("BestTransform")

Example

library(BestTransform)

#Load the dataset
data <- iris
#Transform the data
trans <- BestTransform::BestTransform(data, "Species")  

akunuriYoshitha/BestTransform documentation built on Feb. 19, 2021, 3:23 a.m.