logo

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

Index

D | P | R | Y

D

  • Data Sources

P

  • Pandas, [1]
    • DataFrames
    • Series
  • Pandas for Panel Data, [1]
  • pandas_datareader
  • Python
    • Pandas, [1]
    • pandas-datareader
    • requests

R

  • requests

Y

  • yfinance

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