hard · Quantitative Finance

In a risk model, what is the geometric interpretation of the eigenvectors of a covariance matrix?

1. The axes of the constant-probability ellipsoid of the return distribution.
2. The expected returns of the individual assets.
3. The weights of the market-cap weighted index.
4. The rates of mean reversion for the assets.

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