๐ International Diversification & Multi-Asset Strategies
๐ EPFL โ Master in Financial Engineering, Year 1 (2025)
๐ฅ Team: Matthias Wyss, Adrien Aรฏt Lalim, Liess Grรถli, Massimo Berardi
๐ Final Report: Report
๐ GitHub Repository: GitHub
This project explores the construction and enhancement of global investment portfolios using:
- Currency-hedged international equity indices
- Equal-weighted, risk-parity, and mean-variance allocation frameworks
- Dynamic overlay strategies:
- Momentum (MOM)
- Long-term reversal (REV)
- Currency carry (CARRY)
- Dollar bias (DOLLAR)
Our dataset spans May 2002 to December 2024, covering equity and FX data across major developed markets. We assess both absolute and risk-adjusted performance (Sharpe ratios), and evaluate strategy orthogonality via regressions on the Fama-French 5 factors.
Key portfolio types include:
- ๐ DIV: Currency-hedged risk-parity international equity portfolio
- ๐ MOM/REV: Rotation strategies on past 12-month or 5-year equity returns
- ๐ฑ CARRY/DOLLAR: FX strategies using 3-month interest rate differentials
- ๐งฎ STRAT: An optimized fund combining DIV, T-Bill and dynamic overlays to meet a 15% target volatility
The optimized portfolio achieves a Sharpe ratio above 4, with statistically significant alpha and low correlation to traditional equity risk premia.
๐ Tools & Libraries:
- Python
- Jupyter Notebooks
- WRDS (World Indices, T-Bills)
- FRED API (Interbank Rates)
- Custom Backtesting
๐ Techniques:
- International Diversification
- Currency Hedging
- Risk Parity Allocation
- Mean-Variance Optimization
- Multi-Factor Regressions (Fama-French 5)
- Statistical Significance Testing