How to Identify and Treat Outliers in Stata | Stata Tutorial
35.3 هزار بار بازدید -
4 سال پیش
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In this video we explain
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 score.
Download exercise files:
https://payhip.com/b/ihtfj
Download the code (do and data file) from following link:
https://thedatahall.com/how-to-identi...
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.
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Best 10 Introductory Econometrics Books
https://thedatahall.com/best-10-intro...
Regression Models for Categorical Dependent Variables Using Stata, by J. Scott Long and Jeremy Freese
https://amzn.to/3NDoFtC
STATA Guide for Introductory Econometrics for Finance by Chris Brooks
https://amzn.to/3LzONmB
Introduction to Time Series Using Stata, by Sean Becketti
https://amzn.to/3AT064f
Discovering Structural Equation Modeling Using Stata, by Alan C. Acock
https://amzn.to/3LW8FSr
Website: thedatahall.com
Disclaimer: Some links are affiliate links that help the channel at no cost to you.
Download exercise files:
https://payhip.com/b/ihtfj
Download the code (do and data file) from following link:
https://thedatahall.com/how-to-identi...
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...
Introduction to Stata Interface: https://thedatahall.com/introduction-...
How to write stata command: How to Write Stata Command | Stata Co...
How to unzip files in stata: How to Unzip Files in Stata | Unzip M...
How to Add comments in stata: How to Add Comments in Stata Do File ...
Best 10 Introductory Econometrics Books
https://thedatahall.com/best-10-intro...
Regression Models for Categorical Dependent Variables Using Stata, by J. Scott Long and Jeremy Freese
https://amzn.to/3NDoFtC
STATA Guide for Introductory Econometrics for Finance by Chris Brooks
https://amzn.to/3LzONmB
Introduction to Time Series Using Stata, by Sean Becketti
https://amzn.to/3AT064f
Discovering Structural Equation Modeling Using Stata, by Alan C. Acock
https://amzn.to/3LW8FSr
Website: thedatahall.com
Disclaimer: Some links are affiliate links that help the channel at no cost to you.
4 سال پیش
در تاریخ 1399/04/10 منتشر شده
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