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HJohnson71 authored Jan 7, 2025
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# Factor Graphical Lasso Portfolio Project
- Leveraged stock market data from yfinance package and a provided database to create Markowitz minimum variance portfolios using the Factor Graphical Lasso (FGL) Algorithm suggested by Lee and Seregina (reference: https://arxiv.org/abs/2011.00435)
- Leveraged stock market data from yfinance package and a provided database to create Markowitz minimum variance portfolios using the Factor Graphical Lasso (FGL) Algorithm suggested by [Lee and Seregina](https://academic.oup.com/jfec/article-abstract/22/3/670/7116303?redirectedFrom=fulltext)
- FGL utilizes graphical methods for inverse covariance (precision) matrix estimation
- Created a 6 year rolling window trading strategy with yearly updates to portfolio weights with appropriate transaction fees
- The resulting portfolio outperformed the S&P500 and a balanced (equally weighted) portfolio in returns and volatility
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