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statistical-methods-for-finance

This project is a synthesization of material from the course GU5261 Statistical Methods in Finance.

I used ten assets: AAPL, AMZN, BAC, FB, GOOG, IBM, JPM, MSFT, TGT, WMT with their monthly closing prices from 11/1/2013 to 11/1/2018. Also, I used risk free rates from https://fred.stlouisfed.org/series/TB4WK.

Here is the agenda of the project:

  • Summary
  • Descriptive Statistics
  • Portfolio Theory
  • Asset Allocation
  • Principal Component Analysis
  • Risk Management
  • Copulas
  • Conclusion

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