Capital Productivity Time Series Analysis

Studying the effect of the 1979 Oil recession of USA on GSP using Statewide Capital Productivity Data of 48 states over 17 years(1970-1986).

Getting Started

Pre-Requistes

You will need to have Python 3 and Jupyter Notebook installed in your local system. Once you have them installed, you can execute the .ipynb file by running the jupyter notebook

Installing

You will need the following packages installed in your python evironment to execute the code succesfully.

pip install pandas
pip install numpy
pip install statsmodels

Built With

• Pandas - Python Data Analaysis Library
• NumPy - Python Scientific Computing Library
• StatsModels - Python Statistics Library

Authors

• Sidheswar Venkatachalapathi - sid-the-coder
• Nisha Iyer
• Sayali Paseband
• Sanjana Patil
• Rinda Sai Kiran Gunjala

Acknowledgments

• Blog by Prasanna Rajendran - Causal Inference using Difference in Differences, Causal Impact, and Synthetic Control