Beating the Bond Market

Suddenly everyone is once again singing the praises of long-term treasuries.  And on the face of it, why not?  With interest rates seemingly headed to negative whatever, a pure play on interest rates (with “no credit risk” – which I still find ironic since t-bonds are issued by essentially the most heavily indebted entity in history – the U.S. government) stands to perform pretty darn well. 

EDITORS NOTE: We combined Jay's 2 articles on Beating the Bond Market into one article. Later in the article Jay uses AIQ TradingExpert Matchmaker tool to reveal that convertible bonds and high yield corporates have a much higher correlation to the stock market than they do to the long-term treasury. 

But is it really the best play?

Long-Term Treasuries vs. “Others”

Because a later test will use the Bloomberg Barclays Convertible Bond Index, and because that index starts in 1986 and because I want to compare “apples” to “apples”, Figure 1 displays the growth of $1,000 since 1986 using monthly total return data for the Bloomberg Barclays Treasury Long Index.

Figure 1 – Growth of $1,000 in Long-Term Treasuries (1987-2019)

For the record:

Ave. 12 mo %+8.2%
Std. Deviation+9.0%
Max Drawdown(-15.9%)
$1,000 becomes$12,583

Figure 2 – Bloomberg Barclays Treasury Long Index (Jan 1987-Jul 2019)

Not bad, apparently – if your focus is return and you don’t mind some volatility and you have no fear of interest rates ever rising again.

A Broader Approach

Now let’s consider an approach that puts 25% into the four bond indexes below and rebalances every Jan. 1:

*Bloomberg Barclay’s Convertible Bond Index

*Bloomberg Barclays High Yield Very Liquid Index

*Bloomberg Barclays Treasury Long Index

*Bloomberg Barclay’s Intermediate Index

Figure 3 displays the growth of this “index” versus buying and holding long-term treasuries.

Figure 3 – Growth of $1,000 invested in 4-Bond Indexes and rebalanced annually; 1987-2019

Ave. 12 mo %+8.0%
Std. Deviation+6.8%
Max Drawdown(-14.8%)
$1,000 becomes$11,774

Figure 4 – 4-Bond Index Results; 1987-2019

As you can see, the 4-index approach:

*Is less volatile in nature (6.8% standard deviation versus 9.0% for long bonds)

*Had a slightly lower maximum drawdown

*And has generated almost as much gain as long-term treasuries alone (it actually had a slight lead over long-term treasuries prior to the rare +10% spurt in long treasuries in August 2019)

To get a better sense of the comparison, Figure 5 overlays Figures 1 and 3.

Figure 5 – Long Treasuries vs. 4-Bond Index

As you can see in Figure 5, in light of a long-term bull market for bonds, at times long-term treasuries have led and at other times they have trailed our 4-Bond Index.  After the huge August 2019 spike for long-term treasuries, they are back in the lead.  But for now, the point is that the 4-Bond Index performs roughly as well with a great deal less volatility.

To emphasize this (in a possibly slightly confusing kind of way), Figure 6 shows the drawdowns for long treasuries in blue and drawdowns for the 4-Bond Index in orange.  While the orange line did have one severe “spike” down (during the financial panic of 2008), clearly when trouble hits the bond market, long-term treasuries tend to decline more than the 4-Bond Index.

Figure 6 – % Drawdowns for Long-term treasuries (blue) versus 4-Bond Index (orange); 1987-2019

Summary

Long-term treasuries are the “purest interest rate play” available.  If rates fall then long-term treasuries will typically outperform most other types of bonds.  On the flip side, if interest rates rise long-term treasuries will typically underperform most other types of bonds.

Is this 4-index approach the “be all, end all” of bond investing?  Is it even superior to the simpler approach of just holding long-term bonds?

Not necessarily.  But there appears to be a better way to use these four indexes – which I will get to below

So, all-in-all the 4-bond index seems like a “nice alternative” to holding long-term treasuries.  But the title of these articles says “Beating the Bond Market” and not “Interesting Alternatives that do Just about as Well as Long-Term Treasuries” (which – let’s face it – would NOT be a very compelling title).  So, let’s dig a little deeper.  In order to dig a little deeper, we must first “go off on a little tangent.”

Bonds versus Stocks

In a nutshell, individual convertible bonds and high yield corporate bonds are tied to the fortunes of the companies that issue them.  This also means that as an asset class, their performance is tied to the economy and the business environment in general.  If times are tough for corporations it only makes sense that convertible bonds and high yield bonds will also have a tougher time of it.  As such it is important to note that convertible bonds and high yield corporates have a much higher correlation to the stock market than they do to the long-term treasury.

In Figures 1 and 2 we use the following ETF tickers:

CWB – as a proxy for convertible bonds

HYG – As a proxy for high-yield corporates

TLT – As a proxy for long-term treasuries

IEI – As a proxy for short-term treasuries

SPX – As a proxy for the overall stock market

BND – As a proxy for the overall bond market

As you can see in Figure 1, convertible bonds (CWB) and high-yield corporates (HYG) have a much higher correlation to the stock market (SPX) than to the bond market (BND).

Figure 1 – 4-Bond Index Components correlation to the S&P 500 Index (Courtesy AIQ TradingExpert)

As you can see in Figure 2, long-term treasuries (TLT) and intermediate-term treasuries (IEI) have a much higher correlation to the bond market (BND) than to the stock market (SPX).

Figure 2 – 4-Bond Index Components correlation to Vanguard Total Bond Market ETF (Courtesy AIQ TradingExpert)

A Slight Detour

Figure 3 displays the cumulative price change for the S&P 500 Index during the months of November through April starting in 1949 (+8,881%)

Figure 3 – Cumulative % price gain for S&P 500 Index during November through April (+8,881%); 1949-2019

Figure 4 displays the cumulative price change for the S&P 500 Index during the months of June through October starting in 1949 (+91%)

Figure 4 – Cumulative % price gain for S&P 500 Index during June through October (+91%); 1949-2019

The Theory: Parts 1 and 2

Part 1: The stock market performs better during November through April than during May through October

Part 2: Convertible bonds and high-grade corporate bonds are more highly correlated to stocks than long and intermediate-term treasuries

Therefore, we can hypothesize that over time convertible and high-yield bonds will perform better during November through April and that long and intermediate-term treasuries will perform better during May through October. 

Jay’s Seasonal Bond System

During the months of November through April we will hold:

*Bloomberg Barclay’s Convertible Bond Index

*Bloomberg Barclays High Yield Very Liquid Index

During the months of May through October we will hold:

*Bloomberg Barclays Treasury Long Index

*Bloomberg Barclay’s Intermediate Index

(NOTE: While this article constitutes a “hypothetical test” and not a trading recommendation, just to cover the bases, an investor could emulate this strategy by holding tickers CWB and HYG (or ticker JNK) November through April and tickers TLT and IEI May through October.)

Figure 5 displays the growth of $1,000 invested using this Seasonal System (blue line) versus simply splitting money 25% into each index and then rebalancing on January 1st of each year (orange line).

Figure 5 – Growth of $1,000 invested using Jay’s Seasonal System versus Buying-and-Holding and rebalancing (1986-2019)

Figure 6 displays some comparative performance figures.

MeasureSeasonal System4 Indexes
Buy/Hold/Rebalance
Average 12 month % +(-)+11.9%+8.0%
Std. Deviation %8.7%6.8%
Ave/StdDev1.371.18
Max Drawdown%(-9.2%)(-14.8%)
$1,000 becomes$38,289$11,774

Figure 6 – Seasonal Strategy versus Buy/Hold/Rebalance

From 12/31/1986 through 8/31/2019 the Seasonal System gained +3,729% versus +1,077% (3.46 times as much) as the buy/hold and rebalance method.

Summary

The Seasonal Bond System has certain unique risks.  Most notably if the stock market tanks between November 1 and April 30, this system has no “standard” bond positions to potentially offset some of the stock market related decline that convertible and high yield bonds would likely experience. Likewise, if interest rates rise between April 30 and October 31st, this strategy is almost certain to lose value during that period as it holds only interest-rate sensitive treasuries during that time.

The caveats above aside, the fact remains that over the past 3+ decades this hypothetical portfolio gained almost 3.5 times that of a buy-and-hold approach.

Question: Is this any way to trade the bond market?

Answer: Well, it’s one way….

Jay Kaeppel

Disclaimer:  The data presented herein were obtained from various third-party sources.  While I believe the data to be reliable, no representation is made as to, and no responsibility, warranty or liability is accepted for the accuracy or completeness of such information.  The information, opinions and ideas expressed herein are for informational and educational purposes only and do not constitute and should not be construed as investment advice, an advertisement or offering of investment advisory services, or an offer to sell or a solicitation to buy any security.

A Simple Alternative to Buy-and-Hold

The Good News regarding the stock market is that in the long run it goes “Up”.  The Bad News is that along the way there are harrowing declines (think -40% or more) as well as long stretches of 0% returns (From Dec-2000 through Sep 2011 the S&P 500 Index registered a total return of -4%. The stock market also went sideways from 1927 to 1949 and from 1965 to 1982). 

Large declines and long flat periods can shatter investors financial goals and/or affect an investor’s thinking for years to come.  Given the rip-roaring bull market we have seen in the last 10 years it may be wise to reiterate that “trees don’t grow to the sky.”  Don’t misunderstood, I am not attempting to “call the top” (as if I could), it’s just that I have been in this business a while and – paraphrasing here – I’ve seen some “stuff.”

What follows is NOT intended to be the “be all, end all” of trading systems.  In fact, since 1971 this “system” has beaten the S&P 500 Index by just a fraction.  So, one might argue in the end that it is not worth the trouble.  But here is the thing to consider: If you would like to earn market returns WITHOUT riding out all of the harrowing declines and the long sideways stretches – it is at least food for thought.

The Monthly LBRMomentum Strategy

There are two indicators involved: a 21-month moving average of the closing price of the S&P 500 Index and a momentum indicator that I call LBRMomentum.  The calculations for LBRMomentum appear at the end of the article.  LBR is an acronym for Linda Bradford Raschke as it uses a calculation that I first learned about from something written by, well – who else – Linda Bradford Raschke (If you want to learn what the life of a professional trader is all about, I highly recommend you read her book, Trading Sardines). 

A Buy Signal occurs:

*When LBRMomentum drops to negative territory then turns higher for one month, AND

*SPX currently or subsequently closes above its own 21-month moving average (in other words, if LBRMomentum rise from below to above 0 while SPX is below it’s 21-month MA, then the buy signal does not occur until SPX closes above its 21-month MA)

*A Buy signal remains in effect for 18 months (if a new buy signal occurs during those 18 months then the 18-month bullish period is extended from the time of the new buy signal)

*After 18-months with no new buy signal sell stocks and move to intermediate-term treasuries until the next buy signal

See Figures 1 and 2 for charts with “Buy Signals” displayed

Figure 1 – LBRMomentum Buy Signals (courtesy AIQ TradingExpert)

Figure 2 – LBRMomentum Buy Signals (courtesy AIQ TradingExpert)

Figure 3 displays the cumulative total return for both the “System” and buying-and-holding SPX.  As I mentioned earlier, following the huge bull market of the past 10 years the next results are roughly the same (Strategy = +11,769, buy-and-hold = +11,578%).

Figure 3 – Growth of $1,000 invested using LBRMomentum System (blue line) versus S&P 500 Index buy-and-hold; 1971-2019

But to get a sense of the potential “Let’s Get Some Sleep at Night” benefits of the System, Figure 4 displays the growth of $1,000 invested in the S&P 500 ONLY when the System is bullish. 

Figure 4 – Growth of $1,000 invested in SPX ONLY while LBRMometnum System is Bullish

Figure 5 displays the growth of $1,000 invested in the Bloomberg Barclays Treasury Intermediate Index ONLY when the LBRMomentum System is NOT bullish.

Figure 5 – Growth of $1,000 invested in SPX ONLY while LBRMometnum System is NOT Bullish

The things to notice about Figures 4 and 5 are:

a) the lack of significant drawdowns and,

b) the lack of long periods with no net gain. 

In other words, this approach represents the Tortoise and not the Hare. The intent is not so much to “Beaten the Market” but rather to avoid being “Beaten Up by the Market.”

Figure 6 displays some relevant comparative performance figures.

MeasureSystemBuy/Hold
CAGR %10.06%10.03%
Std. Deviation%10.2%16.7%
CAGR/StdDev0.980.60
Worst 12 mo. %(-15.5%)(-43.3%)
Maximum Drawdown %(-17.6%)(-50.9%)
% 12-month periods UP93%80%
% 5-Yr. periods UP100%89%

Figure 6 – Performance Figures

Note that the Compounded Annual Growth Rate is virtually the same.  However, the System clearly experienced a great deal less volatility along the way with a significantly lower standard deviation as well as far lower drawdowns (-17.6% for the System versus -50.9% for buy-and-hold).  Note also that the System showed a 12-month gain 93% of the time versus 80% of the time for buy-and-hold. The System also showed a gain 100% of the time over 5-year periods (versus 89% of the time for buy-and-hold).

The last “Buy Signal” occurred on 3/31/2019 and will remain in effect until 9/30/2020.

For the record, this “System” has significantly underperformed buy-and-hold over the past 10 years.  Still, if earning a market return over the long-term – without worrying as much about massive declines and long, flat stretches is appealing – it is food for thought.

LBR Momentum

LBRMomentum simply subtracts the 10-period moving average from the 3-month moving average as shown in the code below

LBRMomentum is simpleavg([close], 3) – simpleavg([close], 10).

Jay Kaeppel

Disclaimer:  The data presented herein were obtained from various third-party sources.  While I believe the data to be reliable, no representation is made as to, and no responsibility, warranty or liability is accepted for the accuracy or completeness of such information.  The information, opinions and ideas expressed herein are for informational and educational purposes only and do not constitute and should not be construed as investment advice, an advertisement or offering of investment advisory services, or an offer to sell or a solicitation to buy any security.

Intraday snapshot in action

Tuesday our intraday snapshot revealed groups were strong still, but the Expert System showed weakness in stocks – we can profit while markets are still open.

We downloaded the snapshot midway through the trading day, ran our reports and right off noticed the AI Expert Rating system on stocks showed far more down ratings than up. The groups were still strongly up.

This video shows what we saw mid morning 9-10-19

The fastest way to browse hundreds of charts end of day is back with a vengeance. AIQ TradingExpert Pro has always been known for its ability to browse hundreds of daily price charts at blizzard speeds (one of the many unique features in the platform). 

The fastest way to browse hundreds of charts end of day is back with a vengeance. AIQ TradingExpert Pro has always been known for its ability to browse hundreds of daily price charts at blizzard speeds (one of the many unique features in the platform).  

Also includes historical data on US and Canadian stocks updated every night and Mutual Fund NAVs updated each night.

How do traders use this powerful data?

  • For the Chart Pattern Recognition traders this is the Ferrari of analysis tools. It’s simple to scan hundreds of charts to see the patterns emerging the same day it’s happening.​
  • For traders who look for groups or sectors on the move, our intraday snapshot updates AIQ’s powerful groups and sectors too, so you can get ahead of a move in the market segments before the rest of the crowd.
  • For traders who want to place trades in the last hour of the trading day,  downloading a snapshot in the last hour of trading day has almost the entire days action for your stocks, you can do your end of day analyze and place tomorrows trades today.

PLUS all the powerful features of AIQ TradingExpert Pro end of day including

  • AI-based Signals Uncover Hidden Trades – Award winning AI-based expert system screens for trading candidates that may have been missed by other systems, giving you an edge.
  • Time Saving Analysis with Chart Barometer – Our Indicator Barometer gives you an instant evaluation of the status of all indicators for each chart. Saving you time and allowing an easy to read analysis of any ticker. 
  • Every Chart your way with Custom Layouts – Whether you prefer price bar, candlestick, or point and figure charts, we’ve got them. Plus, TradingExpert Pro delivers all the trendline and drawing tools that you expect in a top end package, including Fibonacci Studies, Gann Fans, and Regression Lines.
  • Time Saving Power! 200 Screening Reports – TradingExpert Pro automatically performs millions of computations and delivers instant access to one and two-page reports highlighting trading candidates for stocks, indexes, mutual funds, groups and sectors and more. Want to find tickers in a trend? We got it. Relative strength? Upside and downside at your fingertips. Volume Spikes, Persistence of Money Flow, Price Gap, Point and Figure Breakouts and many many more……All generated each day automatically…
  • Building a Trading System just got a Whole lot Easier – TradingExpert Pro provides an amazing way to design, test, and automate virtually any trading idea. It’s called the Expert Design Studio and is considered by traders to be the best tool of its kind. That’s because it combines a point-and-click interactive trading library with state-of-the-art back testing and gives you the ability to produce custom screening reports. PLUS our Pre-built strategies have been fine-tuned by our analysts to produce outstanding results. They include Growth, Divergence, Short Selling,  Day Trading, and Bottom Fishing models, to name just a few.
  • Complete Array of Analysis Tools – TradingExpert Pro’s Proven Market Timing “too good to ignore.” Introduced in 1986, AIQ’s market timing system called the Crash of ‘87 and has called all major market moves since. Its multi-indicator, rule-based approach for determining market direction is time proven.  

AND TradingExpert Pro also includes:

  • Professional Level Portfolio Management
  • Matchmaking Correlation tools
  • Automate Your Winning Systems with Portfolio Simulation Tools

Also includes historical data on US and Canadian stocks updated every night and Mutual Fund NAVs updated each night.

AND ALL AT OUR LOWEST PRICE FOR YEARS

LEARN MORE

August 22 was a day when Intraday Snapshot gave us insight into this market again before the market closed.

The Dow was up modestly, the internals not so hot. We download the snapshot 30 minutes before the trading day closed 8-22-19. This video shows what we found, and how you can use this to get ahead of the rest of the market.

The fastest way to browse hundreds of charts end of day is back with a vengeance. AIQ TradingExpert Pro has always been known for its ability to browse hundreds of daily price charts at blizzard speeds (one of the many unique features in the platform). 

The fastest way to browse hundreds of charts end of day is back with a vengeance. AIQ TradingExpert Pro has always been known for its ability to browse hundreds of daily price charts at blizzard speeds (one of the many unique features in the platform).  

Also includes historical data on US and Canadian stocks updated every night and Mutual Fund NAVs updated each night.

How do traders use this powerful data?

  • For the Chart Pattern Recognition traders this is the Ferrari of analysis tools. It’s simple to scan hundreds of charts to see the patterns emerging the same day it’s happening.​
  • For traders who look for groups or sectors on the move, our intraday snapshot updates AIQ’s powerful groups and sectors too, so you can get ahead of a move in the market segments before the rest of the crowd.
  • For traders who want to place trades in the last hour of the trading day,  downloading a snapshot in the last hour of trading day has almost the entire days action for your stocks, you can do your end of day analyze and place tomorrows trades today.

PLUS all the powerful features of AIQ TradingExpert Pro end of day including

  • AI-based Signals Uncover Hidden Trades – Award winning AI-based expert system screens for trading candidates that may have been missed by other systems, giving you an edge.
  • Time Saving Analysis with Chart Barometer – Our Indicator Barometer gives you an instant evaluation of the status of all indicators for each chart. Saving you time and allowing an easy to read analysis of any ticker. 
  • Every Chart your way with Custom Layouts – Whether you prefer price bar, candlestick, or point and figure charts, we’ve got them. Plus, TradingExpert Pro delivers all the trendline and drawing tools that you expect in a top end package, including Fibonacci Studies, Gann Fans, and Regression Lines.
  • Time Saving Power! 200 Screening Reports – TradingExpert Pro automatically performs millions of computations and delivers instant access to one and two-page reports highlighting trading candidates for stocks, indexes, mutual funds, groups and sectors and more. Want to find tickers in a trend? We got it. Relative strength? Upside and downside at your fingertips. Volume Spikes, Persistence of Money Flow, Price Gap, Point and Figure Breakouts and many many more……All generated each day automatically…
  • Building a Trading System just got a Whole lot EasierTradingExpert Pro provides an amazing way to design, test, and automate virtually any trading idea. It’s called the Expert Design Studio and is considered by traders to be the best tool of its kind. That’s because it combines a point-and-click interactive trading library with state-of-the-art back testing and gives you the ability to produce custom screening reports. PLUS our Pre-built strategies have been fine-tuned by our analysts to produce outstanding results. They include Growth, Divergence, Short Selling,  Day Trading, and Bottom Fishing models, to name just a few.
  • Complete Array of Analysis Tools – TradingExpert Pro’s Proven Market Timing “too good to ignore.” Introduced in 1986, AIQ’s market timing system called the Crash of ‘87 and has called all major market moves since. Its multi-indicator, rule-based approach for determining market direction is time proven.  

AND TradingExpert Pro also includes:

  • Professional Level Portfolio Management
  • Matchmaking Correlation tools
  • Automate Your Winning Systems with Portfolio Simulation Tools

Also includes historical data on US and Canadian stocks updated every night and Mutual Fund NAVs updated each night.

LEARN MORE