Econometrics and Machine Learning with Python

Programming Skills and Tools

1. Pandas
2. Pandas for Panel Data

Econometrics

3. statsmodels

Machine Learning

4. scikit-learn

Python for Stata Users

5. Stata and Python
6. Setup Python in Stata
7. Integrated Workflows
8. File based Workflows
9. Stata and Jupyter
10. A Common Workflow
11. Exercises

Other

12. Troubleshooting
13. Execution Statistics

Theme by the Executable Book Project

4. `scikit-learn`¶

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3. statsmodels

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5. Stata and Python

By Thomas J. Sargent & John Stachurski
© Copyright 2021.