verifiedCurated Strategy
· 53 yr backtestTactical

Protective Asset Allocation by Keller and Keuning

Real CAGR11.9%
Max Drawdown-20.6%
Sharpe Ratio0.86

The Protective Asset Allocation portfolio was created by Wouter Keller and Jan Willem Keuning, published in their 2016 paper Protective Asset Allocation (PAA): A Simple Momentum-Based Alternative for Term Deposits. The strategy uses the breadth of positive momentum across a 12-asset global universe as its crash protection signal: the more assets showing negative momentum, the more the portfolio shifts to a defensive bond holding.

Investment Philosophy

Each month, the strategy measures momentum for each of 12 risky assets spanning global equities, real assets, and fixed income. The proportion of assets showing negative momentum determines how much of the portfolio moves to bonds -- a gradual, continuously scaling response rather than a binary all-in or all-out switch. When most assets are trending positively, the portfolio holds the top six by momentum. As more assets turn negative, the defensive allocation rises proportionally. The breadth mechanism means the portfolio's defensiveness reflects the overall health of global risk markets, not just the trend of a single indicator.

Who It's For

This portfolio suits investors who want systematic crash protection with a gradual response to deteriorating market conditions. The scaling mechanism avoids the abrupt all-or-nothing switches that characterize some other trend-following strategies. It is appropriate for medium-to-long time horizons and investors who want an academically validated, rules-based framework.

Pros

  • Breadth protection provides a smooth, graduated shift to defensive positioning as markets deteriorate
  • Broad 12-asset global universe captures return sources across equities, real assets, and bonds
  • Backed by a published academic paper with extensive historical testing

Cons

  • Can spend significant time in defensive positions even during moderate pullbacks, due to the sensitivity of the 12-asset breadth measure
  • More complex to implement than static portfolios -- requires monthly momentum calculation across 12 assets
  • Like all trend-following strategies, can lag during rapid V-shaped recoveries

Technical Notes

Momentum is measured as each asset's current price relative to its 12-month simple moving average. The cash fraction scales continuously from 0% to 100% based on the count of assets with negative momentum. The offensive universe includes US large, mid, and small-cap equities; European, Japanese, and emerging market equities; real estate; commodities; gold; high-yield, investment-grade, and long-term Treasury bonds. The defensive asset is intermediate-term US Treasuries. Rebalancing occurs monthly. For Keller and Keuning's later strategy that addresses the high defensiveness of PAA by introducing a dedicated canary signal, see Defensive Asset Allocation.

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Average Allocation

Based on historical average weights across all rebalance periods.

Monthly
Intermediate-Term Treasury Bond(IEF)51.2%
US Small-Cap Blend(IWM)5.9%
US Large-Cap Tech Growth(QQQ)5.6%
European Equity(VGK)5.5%
Emerging Markets Equity(EEM)5.2%
US Real Estate(VNQ)5.2%
Japan Equity(EWJ)4.1%
Gold(GLD)3%
Broad Commodities(DBC)3%
Long-Term Treasury Bond(TLT)2.6%
High Yield Corporate Bond(HYG)1.8%
Investment Grade Corporate Bond(LQD)1.6%

Performance Snapshot

trending_upReal CAGR
11.94%
balanceSharpe Ratio
0.860
trending_downMax Drawdown
-20.60%
show_chartSortino Ratio
0.140
arrow_upwardBest Year
+37.4%
arrow_downwardWorst Year
-16.5%
update10-Year CAGR
6.56%
warningUlcer Index
3.92
analyticsUlcer Perf. Index
1.900
account_balanceGFC CAGR
+10.6%
computerDot-com CAGR
+7.7%
syncTrade Frequency
Monthly
shieldRisk Level
2/5 — Conservative
calendar_monthMin. Timeline
5 years
historyBacktest Period
53 years

Rolling Returns

PeriodLowAverageHigh
1 Year-18.2%+12.2%+57.1%
3 Year-3.6%+12.2%+33.0%
5 Year+2.1%+12.4%+29.4%
10 Year+3.9%+12.7%+23.4%
Compare to:

Growth of $10,000

Protective Asset Allocation by Keller and Keuning
Sharpe Ratio0.86
Best Year+37.4%
Worst Year-16.5%
Final Value$4,089,614

Historical Drawdown

Percentage decline from the portfolio's peak value at each point in time.

Rolling Returns

Annualised return for each rolling period ending on that date.

Annualised return for each 1Y period ending on that date.

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