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The S&P 500 just broke below its moving averages. Here's why that matters.

Last week, I wrote about AIM breaking below its moving averages and what that meant for UK small-cap investors. Now it's happened to the world's most followed equity index - the S&P 500.  This holds even more significant ramifications for global investors.

The 200-day moving average is the line in the sand that almost all trend followers and institutional investors watch. When the S&P crosses below it, the character of the market changes. As Paul Tudor Jones, the great hedge fund manager, once said “nothing good happens below the 200 day moving average”.  

So this weekend, I decided to analyse 56 years of S&P 500 history to quantify exactly what we’re facing.

Two very different markets

The S&P 500 has returned +8.1% annualised since 1970, which is an impressive record. But within that number lie two very different regimes.

Regime % of Time Annualised Return Volatility
Above 200d MA 72% +9.7% 13.1%
Below 200d MA 28% +4.1% 25.0%
Buy & Hold 100% +8.1% 17.3%

When the price of the index moves below its 200 day moving average, the numbers are stark. Admittedly, the performance difference between bullish and bearish regimes isn't as dramatic as AIM's 43 percentage points - the S&P 500 being a far superior collection of companies. But a 5.6% spread over half a century is certainly not noise. 

Below the 200 day MA, returns are more than halved, while index volatility nearly doubles. You are paid less for more risk, and crash risk is heightened.  The S&P 500 moved into this regime 2 days ago. The chart below shows how most of the worst breaks down in the index happen during these periods. 

a88780bf-0c52-4eab-8ac7-ea8f038dbf1d.png

Avoiding drawdowns really matters

It’s drawdowns that bring the most pain in investing. We all get anchored onto our portfolio valuation at a market peak, and we rue and regret every day we spend below it.

Consider this - an S&P 500 buy-and-hold investor would have endured a -57% drawdown during the 2007-2009 financial crisis - more than half their portfolio gone. Compare an investor who simply stepped aside when the index fell below its 200-day MA? Their worst loss across 50 years of history would have only been -28%. 

31f163b9-3318-4fa2-8114-da67d39d0918.png

Keeping losses small is an essential skill to develop in investing. Managing drawdown depth can mean the difference between a portfolio that recovers in a year and one that takes five years to get back to even. It can also mean the difference between staying the course versus panic-selling at the bottom when the pain becomes too much to bear.

Meb Faber’s 10 month rule is widely followed

To be clear, these aren’t just my musings. Meb Faber’s excellent research on tactical asset allocation became very widely cited and was extremely influential with asset allocators.  He tested a 10-month simple moving average on the S&P 500 with monthly trading rules, this is very similar to the 200 day period. I've replicated his results with my own data:

Regime % of Time Ann. Return Volatility
Above 10m MA 72.1% +9.4% 13.0%
Below 10m MA 27.9% +4.1% 20.0%

His approach shows almost identical regime splits. Faber's monthly approach generates far fewer signals (81 vs 369 over 56 years) and carries an 82% win rate on long trades versus 69% for the daily version. In some ways this is practical with less whipsaws, but of course, it can mean reacting more slowly to important signals.  

Daily or monthly, the message is the same - the S&P behaves fundamentally differently above and below its long-term moving average. It’s almost like there are two different markets within one index.   

An honest comparison with the AIM signal

I should be upfront about the limitations of using the S&P 500 timing model. It’s a useful indicator, but it's not the philosopher’s stone that it is for AIM.

For AIM, stepping aside when the index moves below the moving averages turned a -30% buy and hold loss into a +1,992% gain. AIM's bear markets are so vicious that avoiding them creates significant value.

But a long-only timing strategy on the S&P, which invests above the 200 day MA, and moves into cash when below returns just +6.9% annualised. This is actually less than just owning the index forever, which returned +8.1%. You give up about 1.2% of annual return in exchange for cutting your maximum drawdown in half. It’s a real tradeoff.

Long-term investors, who have long timeframes and are continuously saving, should not be overly concerned by market ups and downs.  Staying fully invested has been hard to beat.

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So with the S&P, the moving average should be considered a risk management tool, rather than an outperformance generator. Selling when the index drops below the moving average is like paying a small insurance premium to avoid market crashes. Whether that trade is worth it depends entirely on your situation - if you are 21 with decades of investing and saving ahead of you, I’m sure you can ride out the volatility, but a 70-year-old drawing down their pension may see this rather differently.  

“Don't fight the Fed. Don't fight the tape”

There's a line from Marty Zweig that I've been quoting for years. Zweig famously predicted the 1987 stock market crash, and wrote the brilliant “Winning on Wall Street”. While Zweig had a range of market timing models, his simplest mantra was “Don't fight the Fed. Don't fight the Tape."   

Right now, being aggressively long is like fighting both.

By the “Tape”, Zweig meant the share price trend (the ticker tape was what share price quotes used to be printed on before digitisation). The trend of the tape, for now, is down.

But it's the Fed side that concerns me more. The disinflationary trend that gave the Fed and the Bank of England room for rate cuts has gone into reverse. It now seems like rate cuts are completely off the table - inflation is up, affordability is down, mortgage rates are being pulled, and gilt yields have rocketed in the last month. The US rate cycle also looks like it has turned, with the Fed boxed in between price input pressure and a slowing economy.

When both the Fed and the Tape are working against you - it’s a poor regime for shares - especially when the underlying market breadth is weak on both sides of the Atlantic.

Of course, not every break below moving averages leads to further declines or a crash.  About 31% of S&P 500 signals are false, quick dips followed by a recovery. 

Just this morning, Donald Trump mentioned that he's now seeking peace with Iran - and the S&P 500 futures are projecting a 1.5% rally into the open.   We'll all be delighted if there's a quick resolution to the Iran War and things get back to "normal".  

But the asymmetry is what matters. The cost of a false signal is small, you will only miss a small part of price recovery.  But the cost of ignoring a true signal can be high. The 2008 crisis took the S&P down 57%. COVID took it down 34% in weeks. In both cases, the moving average had you out before the worst of it.

Stop counting turkeys

I’ll leave you with a little story from Fred Kelly’s “Why you win or lose”.

“It dawned on me that my behavior was almost exactly the same as that of an old man I knew in boyhood. He had a turkey trap, a crude contrivance consisting of a big box with the door hinged at the top. This door was kept open by a prop to which was tied a piece of twine leading back a hundred feet or more to the operator…..

I remember going out with the old man one day and seeing a dozen turkeys in his box. Then one sauntered out, leaving eleven.

"Gosh, I wish I had pulled the string when all twelve were there," said the old man. "I'll wait a minute and maybe the other one will go back."

But while he waited for the twelfth turkey to return, two more walked out on him.

"I should have been satisfied with eleven," the trapper said. "Just as soon as I get one more back I'll pull the string"

But three more walked out. Still the man waited. Having once had twelve turkeys, he disliked going home with less than eight. He couldn't give up the idea that some of the original number would return. When finally only one turkey was left in the trap, he said:

"I'll wait until he walks out or another goes in, and then I'Il quit."

The solitary turkey went to join the others and the man returned empty-handed.


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29 comments


Avatar for David Thomas

"Keeping losses small is an essential skill to develop in investing." - the kicker right here

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Avatar for BattleOfBrit

In quant lingo, the sign of the 'drift' has changed; in almost all markets.

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Avatar for JSchoffer

I'm reading an interesting book called Stock Market Maestros by Freeman-Shor and Levy. In there they interview successful investors, and the first interview covers an interesting perspective on cutting losses. The individual states that they never want to lose more than 1% of their total portfolio in a stock, which I think helps to consider the stop loss in regards to the weighting.

For example, if you have a £50,000 portfolio and have a position worth £2,500 then your stop loss would be 20%, but if you had built a position up to £5,000 then it would be a tighter 10% stop. His approach is to start with a smaller stake and a wide stop, then build up the weighting and tighten the stop - a worthwhile approach to test whether you were right!

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Avatar for Edward Croft

The 1% rule is a great rule of thumb for position sizing and risk management.

749e6d95-bc6b-4b04-9b6a-7858432ca333.png

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Avatar for pka

HI Ed, that's a fascinating graph, but it would be helpful if you would explain in words how to use it.

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Avatar for Boris Häfele

@Ed I‘m also working on implementing trendfilters to prevent whipsawing. What other confirmation indicators do you suggest to use to confirm a sell signal below the 200mda? What are the improvements to the quoted returns when using those in backtests? Do you have any information on that? 

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Avatar for Edward Croft

Well, a simple filter is to look at whether the crossover happens when the moving average is rising, going sideways, or falling. If the moving average is rising, it would be classified as a counter-trend signal.  The most bearish of these indicators is when it's a confirming signal, when the moving average is already falling

b7d22981-b472-4858-940e-cf77c987dc97.png

The crossover we just had is a counter-trend crossover.  The moving average is still rising, and we'll probably see the index move back above the line. So if you are bullish, there is no reason to panic from a TA perspective.   

f1f982b5-47ad-41d6-ac45-365fb2911968.png


So the jury is still out.  If the index bounces around, but the MA slope turns negative - then it's a much more bearish signal.

Beyond this - there are all kinds of other technical things to look at - like the S&P 500 market breadth - there's lots of info out there.   I was thinking of doing a follow up article regarding this. 

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Avatar for Boris Häfele

Thanks Ed, that‘s very interesting. Would be great to read more about it from you guys. These trendfilters make me feel more comfortable to add/reduce risk in certain times especially with a small cap qvm investing approach. It would be great to see how these additional filter criteria improve the returns by minimizing whipsawing.  I haven‘t found any literature about backtests of additional filters and their impacts…

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Avatar for iwae

Ed what time frame did you take your 200 days simple moving average? All of the years since 1970 to present or the last year or last 5 years. Each choice of time frame will result in a different moving average lines and so the break point as the price falls below the moving average will also change. I will get a different view of the cross point when I take a year's data or more. Or do I have this all wrong?

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Avatar for Mark Mitchell

The charts in Stockopedia seem to be 'periods', so if one looks at a one year chart it is usually daily, so it will be a 200 day moving average.  In higher ranges, such as 5 years it probably switches to weekly bars, so the 200 will be 200 weeks.   Hence why you see different moving averages for 200.

There are charts (Trading View) that will let one set the moving average to a fixed period, such as daily, so it remains the same regardless of bars being daily, weekly, etc.

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Avatar for iwae

Mark many thanks. I will take a look at this. But Ed took a '200 day' moving average from a long period of time i.e.50 years.  so what to make of all that?

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Avatar for icm

The drops can be quite dramatic and even if a retail investor can act quickly on the price dropping below the moving average, the price obtained will usually be lower than that cross over point. I wonder, (though I am not asking you to do this Ed), how the numbers would look if you say applied a 24 hour lag in share execution.

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Avatar for doctor dave

I think my strategy is the best. I buy shares when they are priced low, and I sell them when they are priced high.   So currently I'm a buyer. If only my brain would stop getting in the way and interfering with my strategy! 

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Avatar for Trader D

What have you bought since the Iran war started, if any? 

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Avatar for doctor dave

Hi Trader D, I've nibbled at things when they took a hit. I bought ASA International (LON:ASAI); Thor Explorations (LON:THX; Serabi Gold (LON:SRB); Aberdeen (LON:ABDN) ; Seraphim Space Investment Trust (LON:SSIT); Afentra (LON:AET) Barclays (LON:BARC) CMC Markets (LON:CMCX) in small chunks. I also like buying at the end of the year just before the new ISA money hits, though I doubt this will have much impact this year. 

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Avatar for GloucesterBob

Ed, you often quote "Keeping losses small is an essential skill to develop in investing." and I usually have a 20% trailing stop loss.  However, this year is my first NAPS year, and "Keeping losses small is an essential skill to develop in investing goes against the NAPS philosophy I believe of doing nothing for a year.

A couple of my NAPS are over 20% down recently, how do you square this circle?

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Avatar for Richard van Woerden

FWIW I'll have a go at answering, and then add some more questions that hopefully Ed will have time to answer...

1. I think NAPS is supposed to be that simple process of run the filter and buy the shares, hold for 1 year, then run the filter again. There are no stop losses, just as when there's a takeover, in the model versions of NAPS the cash has not been reinvested (in practice I probably would reinvest). Also, yesterday we saw massive volatility and changes of direction in the market simply due to what Trump says he's going to do - we could easily have moved from triggering a stop loss to being above the stop loss level in a matter of minutes. There's probably no good answer, but if the Stock Rank is still high, stick with it IMHO.

2. One of the other rules posited by Ed is to buy when the SR>90 and sell when the SR<70 - should we apply that to NAPS? e.g. Journeo (LON:JNEO) made it into my NAPS portfolio but the SR is now in the low 70s - should it be replaced if the SR drops below 70?

3. How quickly does the SR react to what's going on in the markets? (I'll have to dig through your ebooks to see if it's explained there...).  In the current market with many prices falling since the start of March I'd expect that to affect both the Momentum rank (going down) and Value rank (going up), assuming that all else remains the same. How quickly does the overall SR reflect the changes, and are Value and Momentum equally weighted in the overall Stock Rank?

Thanks for reading!

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Avatar for Edward Croft

Quick answers.

  1. The core NAPS rules have always been long only.  It doesn't care if the world is at war or a share goes to zero.  No stop losses.  Fully invested.  As a result, like any long-only equity portfolio - it can have steep drawdowns, but always fully participates in recoveries. 
  2. I have always said the NAPS rules are a "jazz sheet to riff on, not a score to recite".  That means many adapt them to personal circumstance, risk tolerance and more.  If interim capital protection is vital to you (depending on investment timeframe/requirements, drawdown intolerance etc) then using stop losses or other market-timing overlay risk management rules is perfectly viable.   Stop losses are of course, HARD.  They often stop you out at the most volatile moment - and you rue the whipsaw.   Fixed stop loss rules don't work well due to differing security volatility - so it's imperative to have wider stops on more volatile investments.  
  3. Re. JNEO and a 70 SR.  Pure NAPS would just hold.  Active, personally adjusted NAPS rules could differ.  I have tested (though not published) the 90/70 rule, and found the results comparable to a buy and hold return.
  4. SR has a 1/3 momentum component (third of each QVM). So if a share corrects harder than the overall market, and loses a high momentum ranking, then the SR will drop.  Of course the Value rank may compensate with a higher rating... but generally in corrections, more volatile high stockrank shares will tend to see their stockranks decline more quickly than less volatile high stockrank shares.

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Avatar for Richard van Woerden

Thanks for the prompt reply!

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Avatar for littledavesab

Hi Ed, from what I remember: Bear markets (if that is what this is) have more volatility, may still have more up days but the lesser number of down days outweigh to the downside.

However at some stage one a large daily rally may occur and if you are out of the market when that happens it can be painful

So much like your article there are no easy choices. But did your research throw up anything on the history of largest daily changes in the Nasdaq Composite/SP500 ?

https://en.wikipedia.org/wiki/...

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Avatar for Edward Croft

@littledavesab - I haven't researched this, but it would be good to.  I know that Marty Zweig had a 4% rule (buy on 4% up days) and also a "breadth thrust" rule.  I'm sure these are highly outdated now, but would be a good place to start !

I've certainly found that huge up days often mark the start of a new trend, or a turning point at an apotheosis in the market.   It is often the same for individual stocks.

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Avatar for Revs8

All the professionals know what we look at and follow. They set traps. Fakedowns and fakeouts. 
Was the drop below the 200 a bear trap, or is this bounce the bull trap? 

For world peace I hope it was a bear trap.

We are back above the 200 for now and my account has seen its biggest daily swing. I’m sure there are many others who feel like they’ve been on a roller coaster today.

Personally I think this is the first step to deescalation and a ceasefire by the end of the month. But I’m a bull so I could get trapped here.

We now get an idea which stocks have been irrationally sold and which we can pick up cheap. 

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Avatar for PhilHofGrowYourDough

It's even more bizarre when you own Japanese stocks too. It's like a double elastic band. Bad news overnight Japan stocks get hammered, wake up UK and US stocks get hammered.

Then good news in the morning, Japanese stocks still declining as news is too late, UK & US stocks rise shaprly. Fully expecting a big bounce in my Japanese stocks tomorrow unless Trump changes his mind ... again.

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Avatar for Mark2Market

The problem with looking at the S&P as a whole is the weight of the top 5. The big 5 are 30% of the index and they have all been suffering from the unwinding of the tech bubble. I don't think there has ever been such domination of the S&P by such a small group. Exclude those and the picture is a little different - the XMAG etf is on or about its 200MA but it's nothing like the picture of the whole index.

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Avatar for PhilHofGrowYourDough

Plus we just whip sawed across 200 day MA in two days. Not that I am convinced we're out of the woods by any measure, after all Trump is having discussions with a mystery contact who he won't name just like the the former president he won't name who supports his action.

#4dchessmyarse

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Avatar for PhilHofGrowYourDough

I don't buy the Turkey Trap analogy. The loss only becomes crystallised if you yank the string. The overwhleming longterm  direction of the market is upwards. For the analogy to be more representative the famer should wait longer and he would (all things being equal) find he'll have 500 turkeys in his trap. Market volatility only becomes an issue if you need the funds in the shorter term.

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Avatar for Silver Moon

Predominantly a Businessman,  Trump likely put off the quasi deathknell for Iran in order to get the S&P 500 back above its moving averages.  Can't think of any other reason apart from the usual pressure on pressure off tactics of his.

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Avatar for Archer

Thanks for this, it is very interesting to see this S&P500 comparison with the AIM analysis you did previously.    I agree with the view that reducing your losses in a risky Market is a decent strategy but it is always difficult to drop out of everything (the Stop Counting Turkey's is a great summary of why) as the bounce back prediction is difficult to make but having some cash to hand to buy back in can be very beneficial.  If you take a massive 2008 type of hit, buying back in becomes more difficult for sure.

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Avatar for snowdrop

I know you mean well but as a 67 Yr old with most of my assets in the markets, I am not sure you are suggesting I should do. I basically hold on tight with tiny buys in stocks I hold and believe in. And I finally ditch some duds. I hold on to my cash until the new tax year.

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