How does Roy's safety-first criterion work, and how is it different from Sharpe?
I just encountered Roy's safety-first criterion in my CFA Level I quant review and it looks suspiciously similar to the Sharpe ratio. The formula replaces the risk-free rate with a 'threshold return.' Can someone explain the logic behind it and show when it leads to a different portfolio choice?
Roy's safety-first criterion is a portfolio selection rule that minimizes the probability of the portfolio return falling below a threshold level (RL) that the investor cannot afford to breach.
The Formula
SFRatio = (E(Rp) - RL) / σp
Choose the portfolio with the highest SFRatio.
Notice this is identical in structure to the Sharpe ratio — the only difference is that Rf is replaced by RL (the investor's minimum acceptable return or "disaster level").
When Does It Differ from Sharpe?
If RL = Rf, the SFRatio equals the Sharpe ratio and you get the same ranking. But when RL differs from Rf, the rankings can diverge.
Worked Example — Brookstone Pension Fund
Brookstone Pension has $200 million in assets and $186 million in liabilities. The board mandates that assets must not fall below liabilities, so the minimum return is:
RL = (186 - 200) / 200 = -7.0%
The risk-free rate is 3.5%. Consider three portfolios:
| Portfolio | E(R) | σ |
|---|---|---|
| Ironwood Balanced | 8.5% | 10.0% |
| Crestview Growth | 12.0% | 18.0% |
| Harborline Income | 6.0% | 5.0% |
Sharpe ratios (using Rf = 3.5%):
- Ironwood: (8.5 - 3.5) / 10 = 0.500
- Crestview: (12 - 3.5) / 18 = 0.472
- Harborline: (6 - 3.5) / 5 = 0.500
Sharpe says: Ironwood and Harborline are tied; Crestview is worst.
SFRatios (using RL = -7.0%):
- Ironwood: (8.5 - (-7)) / 10 = 1.550
- Crestview: (12 - (-7)) / 18 = 1.056
- Harborline: (6 - (-7)) / 5 = 2.600
Safety-first says: Harborline is best because it has the lowest probability of breaching the -7% floor.
Interpretation Using Z-Scores
Assuming normality, the SFRatio is the number of standard deviations between the expected return and the threshold. A higher SFRatio means a lower probability of disaster.
For Harborline: P(R < -7%) = P(Z < -2.60) = 0.47% — less than 1 in 200.
Exam tip: Safety-first questions almost always give you a threshold return that differs from Rf. Compute the SFRatio for each portfolio and pick the highest.
Practice more portfolio selection criteria in our CFA Level I question bank.
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