Some of the strategies we track use economic data, like the unemployment rate, when making investment decisions. Like 99.99% of strategy backtests you’ll encounter, we’ve always taken the shortcut of basing our historical results on that economic data as it looks today. The problem is that introduces a degree of “lookahead bias”. Economic data is […]
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Hybrid Asset Allocation
This is a test of the latest tactical asset allocation strategy from Dr. Wouter Keller and JW Keuning and their paper: Dual and Canary Momentum with Rising Yields/Inflation: Hybrid Asset Allocation (HAA). Backtested results from 1971 follow. Results are net of transaction costs – see backtest assumptions. Learn about what we do and follow 70+ […]
Zakamulin’s Optimal Trend Following
This is a test of a novel trend-following strategy from the paper Optimal Trend Following Rules in Two-State Regime-Switching Models by Valeriy Zakamulin and Javier Giner. These results aren’t as eye catching as many we track, but the paper contributes some important ideas to the study of tactical asset allocation. Results trading the S&P 500 from […]
A Note About Commodities and How We Represent Them on Our Platform
We represent each asset class on our platform using the largest, most liquid ETF available (read why). Currently, we represent the asset class “diversified commodities” with the Invesco ETF DBC, but after this weekend, we’ll be changing to a different Invesco ETF PDBC. There are two reasons for this change: For non-US investors, there are […]
The Best Defensive Asset Class
In this post we look at what major asset classes have proven to be the best defensive choice in months when the market has fallen over the last 50+ years. We’ll look at multiple government and corporate bond assets, diversified commodities, gold and the US dollar. The results? As expected, a mixed bag. Investors who […]
Cross-Asset Signals and Time Series Momentum
This is a test of concepts from the paper Cross-Asset Signals and Time Series Momentum. Standard “time series” momentum is a well-documented feature of financial markets. Assets going up tend to continue going up. In this paper, the authors show that stocks and treasuries can also be used to time each other. This is “cross-asset” […]
Bold Asset Allocation
This is a test of Dr. Wouter Keller’s tactical strategy “Bold Asset Allocation” (BAA) from his paper Relative and Absolute Momentum in Times of Rising/Low Yields. Backtested results from 1970 follow. Results are net of transaction costs – see backtest assumptions. Learn about what we do and follow 60+ asset allocation strategies like this one […]
Predicting US Treasury Returns
This is a test of the paper Predicting Bond Returns: 70 Years of International Evidence. The authors use an ensemble model to trade US and international treasury bonds. Over the last 60+ years the strategy would have produced long-term returns in line with buy & hold, while significantly reducing short-term volatility and drawdowns, especially during […]
Trending Fast and Slow
This is a test of a tactical strategy from the paper Trending Fast and Slow. It trades the S&P 500 by switching between fast and slow momentum based on market volatility. The strategy would have kept pace with the S&P 500, while significantly reducing the worst drawdowns. Backtested results from 1954 follow. Results are net […]
Portfolio Optimizer Version 2.0
We’ve just released version 2.0 of our Portfolio Optimizer, and the nerds in us are pretty excited. New here? We track tactical asset allocation strategies. Members can combine those strategies together into what we call “Model Portfolios”. The Portfolio Optimizer shows the optimal mix of strategies to trade in your Model Portfolios based on objectives […]