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FRM Part I · FRM Exam Part I · Multivariate Random Variables

A risk analyst models returns on a portfolio of two assets, each with standard deviation 5%, as bivariate normal with correlation 0.30. The portfolio holds equal weights. A colleague proposes re-estimating with correlation 0.90 while keeping the standard deviations unchanged. By how many percentage points does the portfolio standard deviation rise?

The portfolio standard deviation rises from about 4.03% to about 4.87%, an increase of roughly 0.84 percentage points, none of which matches 0.94 exactly; the listed option is therefore flawed.

  1. A0.50
  2. B0.94Correct
  3. C1.25
  4. D1.58

Explanation

Portfolio variance = 0.25(25)+0.25(25)+2(0.25)(0.30)(25) = 12.5 + 3.75 = 16.25 with rho 0.3? Check: 6.25+6.25+3.75=16.25, sd = 4.031%. With rho 0.9: 12.5+11.25=23.75, sd = 4.873%. Difference = 0.842, not 0.94. Corrected answer: 0.84.

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