The Biggest Stock Market Crashes Tend To Happen In October

Authored by's Dmitri Speck via,

October is the Most Dangerous Month

The prospect of steep market declines worries investors – and the month of October has a particularly bad reputation in this respect.


Bad juju month: Statistically, October is actually not the worst month on average – but it is home to several of history’s most memorable crashes, including the largest ever one-day decline on Wall Street.

A few things worth noting about 1987:

1. the crash did not presage a recession.


2. its extraordinary size was the result of a structural change in the market, as new technology, new trading methods and new hedging strategies were deployed.


3. Bernie (whoever he was/is) got six months.

Regarding point 2: in particular, the interplay between program trading and “portfolio insurance” proved deadly (the former describes computerized arbitrage between cash and futures markets, the latter was a hedging strategy very similar to delta-hedging of puts, which involved shorting of S&P futures with the aim of making large equity portfolios impervious to losses – an idea that turned out to be flawed).

Too many investors tried to obtain “insurance” by selling index futures at the same time, which pushed S&P futures to a vast discount vs. the spot market. This in turn triggered selling of stocks and concurrent buying of futures by program trading operations – which put more pressure on spot prices and in turn triggered more selling of futures for insurance purposes, and so on. The vicious spiral produced a one-day loss of 22.6% – today this would be equivalent to a DJIA decline of almost 5,000 points. Due to circuit breakers introduced after 1987, very big declines will lead to temporary trading halts nowadays (since 2013 the staggered threshold levels are declines of 7%, 13% and 20%; after 3:25 pm EST the market is allowed to misbehave as it sees fit). Interestingly, program trading curbs were scrapped again. We mention the case of 1987 because we believe today’s markets will eventually be faced with a “positive feedback loop” problem as well.


Many new trading strategies and products that have become popular during the Bernanke/Yellen echo bubble era have yet to be truly stress tested.


There are numerous new systematic strategies (almost all of which use leverage in some shape or form), there are now more listed ETFs and ETNs than listed stocks, high frequency trading is responsible for a very large share of trading volume, and open derivatives positions have grown extraordinarily large relative to trading volume in the underlying cash instruments. Market volatility has all but disappeared over the past 18 months or so, but this is reminiscent of a pressure cooker. It seems highly likely that lot of “pent-up volatility” will eventually be unleashed (there is a very good reason to expect this to happen; extended periods of low volatility tend to go hand in hand with the gradual buildup of ever larger speculative positions which depend on its continuation; and this is usually accompanied by a steady increase in leverage with the aim of boosting returns. As an aside, lately we quite often come across articles that explain why the market cannot go down, no matter what (here is a recent example that reminds us a bit of the “keiretsu argument of stock market invulnerability” that was popular in Japan in the late 1980s). [PT]

Although the month of October delivers an acceptable performance in seasonal terms if one disregards outliers like the crashes of 1987 and 2008, these particularly strong declines over such short time periods are nevertheless scary: what use is it to anyone if the market performs well in October several times in a row, but then generates such a large one-off loss that all previous gains evaporate? And what about intermittent losses?

Let as examine these extreme market moves more closely. The following chart shows the 20 largest one-day declines in the Dow Jones Industrial Average. Crashes that occurred in October are highlighted in red.


The 20 Biggest One-Day Declines in the DJIA – extremely strong one-day declines happen particularly often in October


9 of the 20 strongest one-day declines occurred in October. That is an extremely disproportionate frequency. In other words, October has a strong tendency to deliver negative surprises to stock market investors – in the form of sudden crashes.


Outliers Are “Real”

Things look quite differently in the first half of the year. Only two of the 20 largest historical declines have taken place in these six months.

Investors must not allow themselves to be deceived. Such extreme price declines may be rare, but they exhibit seasonal tendencies as well. In most years it is more likely that gains rather than losses are generated, but as noted above, the losses frequently turn out to be exceptionally large.

October Moves Sideways on Average

October, it is actually not a particularly weak month on average. This is illustrated by the seasonal chart of the Dow Jones Industrial Average shown below, which encompassing a very long time period. Seasonal charts are different from standard charts; they don’t depict actual prices over a specific, definite time period.

Rather, they represent an average of many years of prices, which are shown in relation to the time of the year. The chart below illustrates the average price pattern of the DJIA calculated over a very long time span, namely the past 117 years. The horizontal axis depicts the time of the year, the vertical axis shows the price information (indexed to 100).


Dow Jones Industrial Average, seasonal price pattern over the past 117 years. On average the market actually moves sideways in October.


As the chart indicates, the statistically weakest month is actually September rather than October. In the course of October the market tends to move sideways on average. Net-net it even exhibits a small gain, albeit a well below average one.

Nevertheless, October delivers a better average performance than its reputation among stock market participants would suggest. Of course this reputation is not entirely undeserved, given that particularly large short term declines actually do very often occur in October.


shizzledizzle Tue, 10/03/2017 - 14:34 Permalink

Kinda funny looking back to an era of real markets... If the dow shed 508 points today no one outside of the PPT would bat an eye. 508 points is 2 days of gains now.  

Snaffew Tue, 10/03/2017 - 14:44 Permalink

these are the Costanzas of markets...if there are a lot of articles about possible october crashes, then october will likely be the strongest month of the year...followed by a november correction.  

Fantasy Free E… Tue, 10/03/2017 - 15:11 Permalink

Yes, and of course the deep state knows market crashes in October. Friends of the Fed know crashes occur in October.It is also understood that the market needs to crash and that what is happening today is completely contrived outcome., all through the summer statements were made and articles  were published all negative in order to draw shorts in to be Squeezed in October,There will be no limit to the resources expended pumping up the market so that the October crash never takes place.Any crisis will be met with enormous central bank buy. Were these things not taking place, we would have been through a bear market a long time ago,James QuillianFantasy Free Economics 

onthedeschutes Tue, 10/03/2017 - 15:31 Permalink

All these articles no longer apply with the advent of global central bank coordination.  Please, Tylers, throw away the old playbook.  Those plays no longer work on this new field with these new rules.

ReturnOfDaMac Tue, 10/03/2017 - 15:42 Permalink

Give me a freaking break, interplanet Janet herself said no more crashes in her lifetime.  She has the printing press and you are just peddling fiction.  STFU and BTFD.

Hongcha Tue, 10/03/2017 - 15:57 Permalink

Historically it was connected to the harvest season and the movement of cash to the Midwest so the traders and the farmers could settle up; leaving an air pocket of liquidity in NYC.Keep raising that spectre, though.200920102011201220132014201520162017

RealistDuJour Tue, 10/03/2017 - 16:01 Permalink

So I'm guessing we'll get an article posted November 1, 2017 saying "WE WERE WRONG, It is now safe to invest, Novembers tend to be very safe".  I'll hold my breath.

Jack Oliver Tue, 10/03/2017 - 17:56 Permalink

A nuclear FUCKING bomb is not going to crash this fabricated market !!

They need to keep up appearances - until they get their war !!

God knows how much they have printed !!!