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.
Package details |
|
---|---|
Author | Xiaodan Shao [aut, cre], Vivek Choudhary [aut] |
Maintainer | Xiaodan Shao <SHAO0043@e.ntu.edu.sg> |
License | GPL-3 |
Version | 0.0.0.9000 |
URL | https://github.com/sssEos/outlierfix |
Package repository | View on GitHub |
Installation |
Install the latest version of this package by entering the following in R:
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.