The Lumber-Gold Strategy was first published a decade ago, won the 2015 NAAIM Wagner Award, and continues to be cited today. The strategy trades based on the relative strength of lumber as a leading economic indicator, versus gold. How has the strategy performed since publication? Strategy results from 1987 follow. Results are net of transaction […]
TAA Strategies
Navigating Economic Downturns with Survey-Based Recession Indicators
This test was inspired by Yulong Sun’s paper Navigating Economic Downturns: Insights from Survey-Based Recession Indicators. Strategy results from 1970 follow. Results are net of transaction costs – see backtest assumptions. Learn about what we do and follow 90+ asset allocation strategies like this one in near real-time. Logarithmically-scaled. Click for linearly-scaled results. These results […]
Cliff Smith’s BKLN Strategy
Questions about this long-ago strategy from Cliff Smith land in our inbox periodically (here’s another recent take). Smith’s simple strategy trades senior loan (aka leveraged loan) ETFs like BKLN, and has continued to be effective at timing these ETFs in the 10+ years since it was published. We’ve extended the author’s original test back to […]
Front-Running Seasonality in Country ETFs: An Extended Test
This is a test of a dynamic seasonality strategy from Quantpedia that selects from 23 individual country ETFs. We’ve extended the author’s test by 30+ years using MSCI index data. Backtested results from 1971 follow versus an equal-weight benchmark of those 23 country ETFs (1). Learn more about what we do and follow 90+ asset […]
Piard’s Annual Seasonality
This is a test of two stock market seasonality strategies from Fred Piard’s book Quantitative Investing: Strategies to Exploit Stock Market Anomalies for All Investors. Strategy results from 1970 follow. Results are net of transaction costs – see backtest assumptions. Learn about what we do and follow 90+ asset allocation strategies like this one in […]
Front Running Commodity Seasonality
This is an independent test of a series of interesting studies from Quantpedia (here and here) related to seasonality in commodity ETFs. We’ve more than doubled the length of the author’s original test using relevant index data (1). Test #1: Front running commodity seasonality In all of our tests, we will be trading the same […]
NLX Finance’s Hybrid Asset Allocation 60/40
This strategy from NLX Finance is an alternative version of a strategy we’ve covered previously: Dr. Keller & Keuning’s Hybrid Asset Allocation (HAA). It trades based on all the same rules as the original HAA with one exception: rather than allocating 100% to US stocks when risk on, it holds a 60/40 mix of US […]
Excess Earnings Yield Dynamic Valuation Strategy
This is a test of the “Excess Earnings Yield Dynamic” valuation strategy based on the paper Man Doth Not Invest by Earnings Yield Alone by White and Haghani of Elm Wealth. The strategy dynamically splits the portfolio between stocks and TIPS based on “excess earnings yield”, which is the cyclically-adjusted earnings yield (1 / CAPE) […]
Pragmatic Asset Allocation from Vojtko and Javorská of Quantpedia
This is a test of Pragmatic Asset Allocation from Vojtko and Javorská of Quantpedia. While the strategy is “tactical” (i.e. changes allocation over time in response to market conditions), it’s also designed to ensure tax efficiency. We track many tactical strategies that have been tax efficient, but none that enforce that efficiency through explicit rules […]
Meb Faber’s 12-Month High Switch
This is a test of the 12-Month High Switch Model, a Tactical Asset Allocation (TAA) strategy from Meb Faber. Meb has done more than anyone to popularize TAA as a trading style, including many of the fundamental concepts used today. This is another of his simple but effective ideas. Backtested results from 1970 follow. Results […]