sssEos/outlierfix: Fix Outliers in Columns of Data Table

This utility identifies and replaces outliers for continuous variables. It assumes that the columns containing continuous variable is a data.frame and replaces the column elements that are outlier with NAs. It also provide the density plot for before and after data for users to make assessment on the quality of the data post outlier removal. Users have an option to drop the rows with outlier or keep them after replacement. By default the function will retain the rows. Optionally you can replace these values with their mean or median.

Getting started

Package details

AuthorXiaodan Shao [aut, cre], Vivek Choudhary [aut]
MaintainerXiaodan Shao <SHAO0043@e.ntu.edu.sg>
LicenseGPL-3
Version0.0.0.9000
URL https://github.com/sssEos/outlierfix
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("sssEos/outlierfix")
sssEos/outlierfix documentation built on Dec. 23, 2021, 4:32 a.m.