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multi-time-series-connectedness

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multi-time-series-connectedness

  • 0.2.1
  • PyPI
  • Socket score

Maintainers
1

Project title

Multi Time Series Connectedness

Motivation

This project is motivated by Financial and Macroeconomics Connectedness created by Diebold and Ylimaz. I want to use this algorithm not only in finance and macroeconomics area but other area, so I start to build this project.

Installation

python3 -m venv venv
source venv/bin/activate
pip3 install -r requirements.txt

Feature & Example Code

  • calculate volatility
    python3 volatilities.py --path docs/market_prices --start_at 2024-09-06T00:00:00+01:00 --end_at 2024-09-06T22:27:00+01:00
    
  • calculate connectedness of all volatility
    python3 conn.py
    
  • calculate rolling connectedness
    python3 rolling_connectedness.py
    

How to use?

  • Put a folder with multiple Panel data into docs folder
  • Run the commands in feature section

Credits

http://financialconnectedness.org/

License

MIT License

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