Identify and Treat Outliers in R
In this video we discuss different methods to identify and treat outliers. To identify outliers we have discussed zscore, IQR (inter quartile method) and box plot method. Then for the treatment of outliers we have discussed trimming, winsorization and transforming values method
00:00 Identifying outliers
0:43 Zscore
3:40 IQR Method
6:00 Box Plot
8:35 Treating Outlier
9:08 Trimming values
12:17 Winsorizing values
14:20 Transforming values
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