Building A High Performance Tactical Income Strategy

The initial version of our Adaptive Income Strategy was an attempt to see what could be done with a very simple fund basket using Adaptive Dynamic Momentum and our recently upgraded Tactical Model. The results turned out better than expected. When a subscriber asked about a fixed income strategy, I made it available and a number of us have been using it for some months now.

While the volatility was within acceptable range, I felt that it could be significantly improved in both Compound Annual Growth Rate (CAGR) and Maximum Monthly Drawdown (MaxMD). That led to development of the upgraded Adaptive Income Strategy which rings the bells on both high performance (11.1% full cycle CAGR) and very low drawdowns (2.9% full cycle MaxMD). Development of the Adaptive Income Strategy required the addition of several new features to the Tactical Model. The most exciting addition is the ability to optimize and extend fund holding periods by giving existing holdings priority for the next rebalance as long as expected performance is not impaired.

Work on the Adaptive Income Strategy required setting aside development work to improve the Market Conditions Model which is fairly well along but requires some finishing touches followed by extensive testing. I expect to release it late Summer or early Fall. A project is in the concept stage is a new strategy which will focus the capabilities of our Market Conditions and Tactical Models on sectors within high tech to provide lower-risk exposure to sectors and industries which lead our economy.

Now on to our story about building the Tactical Adaptive Income Strategy.

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Exceptional results are due entirely to the complementary strengths of our Market Conditions Model and our Tactical Model.

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Compares performance of the Tactical Adaptive Strategies to the S&P 500 and Vanguard Balanced Index Fund

Supporting tables for Tactical Adaptive Global. S&P 500 (SPY) and Vanguard Balanced Index Fund (VBINX) can be found below

Our results tables are constructed for three full market cycles beginning in January 2000.

The Adaptive Global table shows backtested results through July 2018 followed by actual results. More information is available in the blog article: The TAAStrategies, A Short History.

The most recent market cycle covers January 2020 to date.

The second market cycle covers October 2007 through December 2019. The Adaptive Global and Adaptive Income strategies were developed using the first 10+- years of data from this cycle while the final years are actual.

The third market cycle covers January 2000 through September 2007. This market cycle was used to provide out of sample validation of strategy results from the second market cycle. The fact that the return and risk metrics for the third cycle are statistically comparable to those for the second cycle validates the process.

The fund baskets for our tactical strategies are constructed from indexed Exchange Traded Funds (ETFs) with just two exceptions, an Open End Fund and a Closed End Fund, both with long history. A number of the ETFs we use were not created until 2007+. In each case, we infill using predecessor Open End Funds (OEFs) for which the indexing and/or subclass is substantially similar to the ETF.

We have been asked if it is possible to extend backtests to the 1970’s. While a few publishers attempt this; we believe it is not possible to produce credible results for all but the most basic TAA strategies due to the lack of funds with substantially similar indexing and/or classification. Doing so would force me to stretch the term "substantial" far beyond my comfort level.

A blank month indicates that the strategy was in cash.

A Caveat

A 35+ year secular bull market in both equities and bonds began in 1982. The last cyclical bull market in equities (and to a lesser extent, bonds) began 10 years ago. Returns during these periods have been historically exceptional. Market returns for the next 10 years are highly unlikely to approach those of the past 10. In fact, there is at least some evidence that market returns have a high probability of being significantly lower and that bonds and equities (which have risen together) may actually begin working at cross purposes.

Investors should not use the statistics shown for our strategies to establish expectations of specific levels of returns or drawdowns. Investors should, however, appreciate that we believe the principles which underlie the Tactical Adaptive Global, Tactical Adaptive Income, and Tactical Adaptive Innovation Strategies are enduring enough to significantly outperform the market in the future, both in lowering risk and in improving returns.

Benchmark S&P 500 (SPY)

Benchmark Vanguard Balanced Index Fund (VBINX)

Compares performance of the Tactical Adaptive Strategies to the S&P 500 and Vanguard Balanced Index Fund

Supporting tables for Tactical Adaptive Income, S&P 500 (SPY) and Vanguard Balanced Index Fund (VBINX) can be found below

Our results tables are constructed for three full market cycles beginning in January 2000.

The Adaptive Income table shows backtested results through June 2019 followed by actual results. More information is available in the blog article: The TAAStrategies, A Short History.

The most recent market cycle covers January 2020 to date.

The second market cycle covers October 2007 through December 2019. The Adaptive Global and Adaptive Income strategies were developed using the first 10+- years of data from this cycle while the final years are actual.

The third market cycle covers January 2000 through September 2007. This market cycle was used to provide out of sample validation of strategy results from the second market cycle. The fact that the return and risk metrics for the third cycle are statistically comparable to those for the second cycle validates the process.

The fund baskets for our tactical strategies are constructed from indexed Exchange Traded Funds (ETFs) with just two exceptions, an Open End Fund and a Closed End Fund, both with long history. A number of the ETFs we use were not created until 2007+. In each case, we infill using predecessor Open End Funds (OEFs) for which the indexing and/or subclass is substantially similar to the ETF.

We have been asked if it is possible to extend backtests to the 1970’s. While a few publishers attempt this; we believe it is not possible to produce credible results for all but the most basic TAA strategies due to the lack of funds with substantially similar indexing and/or classification. Doing so would force me to stretch the term "substantial" far beyond my comfort level.

A blank month indicates that the strategy was in cash.

A Caveat

A 35+ year secular bull market in both equities and bonds began in 1982. The last cyclical bull market in equities (and to a lesser extent, bonds) began 10 years ago. Returns during these periods have been historically exceptional. Market returns for the next 10 years are highly unlikely to approach those of the past 10. In fact, there is at least some evidence that market returns have a high probability of being significantly lower and that bonds and equities (which have risen together) may actually begin working at cross purposes.

Investors should not use the statistics shown for our strategies to establish expectations of specific levels of returns or drawdowns. Investors should, however, appreciate that we believe the principles which underlie the Tactical Adaptive Global, Tactical Adaptive Income, and Tactical Adaptive Innovation Strategies are enduring enough to significantly outperform the market in the future, both in lowering risk and in improving returns.

Benchmark S&P 500 (SPY)

Benchmark Vanguard Balanced Index Fund (VBINX)

Compares performance of the Tactical Adaptive Strategies to the S&P 500 and Vanguard Balanced Index Fund

Supporting tables for Tactical Adaptive Innovation, S&P 500 (SPY) and Vanguard Balanced Index Fund (VBINX) can be found below

The Innovation ETFs used in the Innovation Strategy were not established until 2014-2015 so our history is limited.

There are no predecessor funds which are similar enough to use for infill.

The Adaptive Innovation table shows backtested results through June 2019 followed by actual results. More information is available in the blog article: The TAAStrategies, A Short History.

A blank month indicates that the strategy was in cash.

A Caveat

A 35+ year secular bull market in both equities and bonds began in 1982. The last cyclical bull market in equities (and to a lesser extent, bonds) began 10 years ago. Returns during these periods have been historically exceptional. Market returns for the next 10 years are highly unlikely to approach those of the past 10. In fact, there is at least some evidence that market returns have a high probability of being significantly lower and that bonds and equities (which have risen together) may actually begin working at cross purposes.

Investors should not use the statistics shown for our strategies to establish expectations of specific levels of returns or drawdowns. Investors should, however, appreciate that we believe the principles which underlie the Tactical Adaptive Global, Tactical Adaptive Income, and Tactical Adaptive Innovation Strategies are enduring enough to significantly outperform the market in the future, both in lowering risk and in improving returns.

Benchmark S&P 500 (SPY)

Benchmark Vanguard Balanced Index Fund (VBINX)