IAI Actuarial Core Principles · Economic Modelling · Single and multifactor models for investment returns
An analyst uses a single-index model, R_i = a_i + b_i R_M + e_i, to split the risk of a portfolio of Indian equities. Which statement about the model's use in portfolio construction is correct?
Total security variance splits into b squared times market variance plus residual variance. Because residuals are assumed uncorrelated across securities, diversification reduces the specific component, while the systematic part driven by beta stays in the portfolio.
- ASpecific risk of a well-diversified portfolio remains large because residuals e_i are perfectly correlated across securities
- BTotal variance of a security equals b_i squared times market variance plus the variance of e_i, and diversification mainly reduces the second componentCorrect
- CBeta measures the security's specific risk and so can be eliminated by holding many securities
- DThe model requires estimating a full covariance matrix of all securities directly, with no simplification
- The model assumes that residual terms of different securities are positively correlated with the market return
Explanation
In the single-index model the variance is systematic (b² σ_M²) plus specific variance σ_e². Residuals are assumed uncorrelated across securities, so diversification averages away specific risk but not systematic risk. Beta measures systematic risk, not specific risk.
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