How to Identify and Treat Outliers in Stata | Stata Tutorial

14K views Mar 19, 2023
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In this video we explain the methods of identifying multivariate outliers in Stata. The different methods covered ranges from simple sorting of the variable, using extremes (SSC) command in Stata, box plot, histogram, spike plot and zscore. Download the code (do and data file) from following link: https://thedatahall.com/how-to-identify-and-treat-outliers-in-stata/ We also cover different methods of treating outliers i.e. winsorization and trimming outlier. How to winsorize or trim variable in stata. For both the purposes we used the winsor2 command in stata. this command is used to winsorize and trim data at a specified percentile. How to Create A Histogram in Stata: https://thedatahall.com/how-to-create-a-histogram-in-stata/ Introduction to Stata Interface: https://thedatahall.com/introduction-to-stata-interface/ How to write stata command: https://www.youtube.com/watch?v=NxvHM_ht39Y How to unzip files in stata: https://www.youtube.com/watch?v=YJrk3C3FdMI How to Add comments in stata: https://www.youtube.com/watch?v=g_RXzhm9rIk Website: thedatahall.com

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