Portfolio Volatility
Standard deviation of portfolio returns — total risk including diversification effects.
Portfolio volatility measures how much your portfolio's returns fluctuate — it's the standard deviation of returns. Unlike simply averaging individual asset volatilities, portfolio vol accounts for correlations: assets that don't move in lockstep reduce total risk. For example, a 50/50 portfolio of two 20%-vol assets with 0.3 correlation has ~16% vol, not 20%. This is the diversification benefit—the whole is less risky than the sum of parts. The formula σₚ = √(wᵀΣw) shows portfolio vol depends on weights (w), individual vols (Σ diagonal), and correlations (Σ off-diagonal). Lower correlation = better diversification. This is why global portfolios (stocks + bonds + alternatives) can achieve lower vol than stock-only portfolios.
- Weights sum to 1 (fully invested)
- Returns are multivariate normal
- Covariance matrix is estimated from historical data
- Past correlations persist in the future
Covariance Matrix
Captures how asset returns move together — the foundation of diversification.
Efficient Frontier
The set of portfolios offering the highest return for each level of risk.
Sharpe Ratio
Risk-adjusted return: excess return divided by volatility.
Minimum Variance Portfolio
The portfolio with the lowest possible volatility.
Maximum Sharpe Portfolio
The portfolio with the highest risk-adjusted return.
Capital Market Line (CML)
The line from the risk-free rate through the optimal portfolio.