Momentum Strategy

Style Rotation

This strategy trades investment styles segregated by market capitalisation (large/small), and price/return ratios (value/growth). Benjamin Graham popularised value investing during the Great Depression and was later adopted by Warren Buffett & Charlie Munger (and others). The idea is simply buying undervalued equities worth a dollar for 50 cents. On the other hand, growth investing focuses on companies whose earnings are expected to increase above average compared to their peers and the overall market. A further segregation of those styles is the company's size (or market capitalisation).

The Style Rotation strategy is inspired from Gary Antonacci's paper "Optimal Momentum: A Global Cross Asset Approach". According to Antonacci, the style momentum portfolio's minimal outperformance and higher volatility doesn't offer an advantage over a broad market index or an equal-weighted buy-and-hold portfolio.

When looking into alternative momentum methods, our research found that the use of a canary asset determining when to allocate to either styles or defensive assets, substantially lowers the volatility and drawdown of the original strategy. In addition, we use fixed income assets as defensive assets to lower risk further. Lastly, applying different look-back periods in the momentum calculation increased returns by 500 basis points to the original strategy.

Due to the high concentration of investing in only one single risk asset at a time, we recommend Style Rotation as an add-on strategy within a larger portfolio not exceeding an allocation of 10%. We only include the Style Rotation in our offensive model portfolios.

Asset Allocation

The four styles and the risk-off assets are as follows:

Once again, our in-house analysis discovered that applying several look-back periods than the 6 months stipulated by the original strategy is beneficial for higher returns. Another diversion from the original strategy is omitting medium cap and blended styles for an even more concentrated allocation benefiting higher returns.

Furthermore, introducing a canary asset and fixed income assets as a risk-off approach helps minimise volatility.

Strategy rules

At the close on the last trading day of the month, calculate the momentum score for each of the four investment style and the two fixed income assets.

If the canary asset warrants to be invested, choose the asset with the highest momentum score from the offensive universe. Otherwise, chose the asset with the highest momentum score from the defensive universe. If none of the assets from the defensive universe show positive momentum, move to cash.

Allocate 100% of the chosen asset. Hold until the last trading day of the following month.

Features

Equity Curve

Composite Dual Momentum

Metrics

Performance Summary

Statistic

Strategy

Benchmark

Annualised Return (CAGR)

16.5%

9.6%

Annualised Volatility

14.35%

9.5%

Max. Drawdown

-16.41%

-29.5%

Sharpe Ratio

0.99

0.64

Sortino Ratio

2.07

1.07

Statistic

Stragegy

Benchmark

Positive Periods

84.55%

65.4%

Best Year

53.86%

9.0%

Worst Year

-7.72%

-10.8%

Average Trade Per Year

5

0

Trade Frequency

Monthly

Static

Commentary

Applying relative momentum helps to rotate in those assets that perform best at the time. Using new methods and evidence in momentum investing, allowed us to mitigate the disadvantages of the original strategy.

Historically, small-cap stocks have outperformed large-cap stocks. However, this performance varies over time and is based on the broader economic environment. Small-caps fared well between the change of the millennium and the great financial crisis in 2008. Before the change of the millennium and after the great financial crisis (and still to-date), large-caps outperform small-caps. Determining when a regime changed and a new trend started is a classic application of momentum investing methods. However, the results of a first attempt by Gary Antonacci for a cross-asset approach didn’t warrant a style-oriented momentum strategy. Applying new methods like introducing a canary asset or using various fixed income durations for defensive assets allowed us to mitigate the disadvantages of the original strategy and increase returns by 500 basis points.

Our Style Rotation strategy uses US Treasury Inflation-Protected Securities (TIPS) as a canary asset to determine when to allocate offensive or defensive assets. The strategy is to invest in offensive investment-style assets as long as TIPS shows positive momentum. When TIPS drop into negative momentum territory, the strategy rotates into defensive fixed income assets.

When shifting to a defensive risk posture, most strategies blindly dump the portfolio into fixed income assets regardless of how bonds perform. This flaw was exposed in 2022 when risk assets and bonds fell simultaneously. With Style Rotation we take an alternative approach. Using a canary asset, Style Rotation consists of two universes, an offensive and a defensive. We apply the same momentum rules to defensive assets as for holding offensive assets. If the defensive assets fail the momentum rule (e.g. they also display negative momentum), the strategy will allocate to cash instead.

This is a novel approach to fend off the threat of rising interest rates and its negative impact on fixed income. If the strategy calls for a defensive approach, the momentum rules will automatically rotate into the fixed income asset with the highest momentum. If interest rates rise, shorter-term treasuries will likely display positive momentum. In contrast, the rules will likely rotate into long-term treasuries in a deflationary environment.

Lastly, using various look-back periods for the momentum score calculations helps confirm lasting trends over sharp short-term moves in one direction, only to reverse in the opposite direction quickly and therefore potentially producing false signals.

Style Rotation is one of our highest performing strategies. However, it bears the added risk of allocating 100% to a single risk asset. For this reason, we use appropriate caution and only use this strategy as an add-on strategy in combination with our core strategies.

Features

Featured Portfolios

Combining Our Strategies To Optimized Model Portfolios

More Resistant To Market Stress

Balanced for Risks and Opportunities

Exposure To Market Opportunities

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