RiskMetrics - Correlation
- Introduction to Risk
- What is Risk?
- Risk and Opportunity
- Risk Preference
- Risk and Performance
- Importance of Risk
- Market Risk
- Event Risk
- Unique vs. systemic risk
- Sources of Risk
- Why Measure Risk?
- Introducing RiskGrades
- Using RiskGrades
Understand the concept of correlation and its effect on portfolio risk.
Correlation measures comovement
Whereas volatility shows how risky individual assets are, correlation measures how closely individual assets are interrelated. Correlation is calculated by observing historical comovement in returns, and measured on a scale between -1 and 1.
The following Flip book simulates the daily price changes of two different stocks. Plotting the price changes for both stocks over time allows you to visualize how returns move relative to each other:
A correlation of 1 means that returns move together perfectly, whereas a correlation of -1 implies perfect opposite movement. A 0 (zero) correlation implies independence. We generally observe positive correlations within an asset class (for example, within equities), and in particular within the same country and industry (e.g., US technology stocks). Note that high correlation between two assets does not imply that they are directly linked to each other. They may just be driven by similar factors, such as interest rates and oil prices.
Correlations affect portfolio risk
Correlations are a key driver of total portfolio risk. Portfolio managers look for assets with low (or even negative) correlations to achieve better diversification. For example, international investments often yield high diversification benefit due to low correlation of currency rates with other assets.
Investors should be aware, however, that correlations are dynamic and often change during turbulent market conditions, which may dramatically impact portfolio risk.