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Russell Death Cross: BS or valid indicator?

Posted on 10/2/14 at 7:10 am
Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/2/14 at 7:10 am
Below is the so-called death cross of the Russell 2k. The 50 day moving average crossed the 200 day moving average a few days ago and has since corrected pretty significantly (especially in my portfolio ).

This chart goes back 10 years, the big dip obvioiusly is the 08-09 crash. Each vertical grey line is January of previous years.

I'm curious how the MT gurus view these 'voodoo' indicators. Is this the 1st sign of a market slide and a good time to move to cash, or just another bump to ignore on the always profitable buy and hold path.

I'm personally a fundamental, long-term investor, but it's hard to ignore the technical guys as they will buy and sell based on charts, whether 'valid' or not.

ETA: I ran the strategy on Fidelity over last 10 years. Results:

buy/hold = 80% total return
trade death cross = 40% total return

This post was edited on 10/2/14 at 7:49 am
Posted by SmackoverHawg
Member since Oct 2011
27348 posts
Posted on 10/2/14 at 7:16 am to
Hindsight will be 20/20
Posted by OnTheBrink
TN
Member since Mar 2012
5418 posts
Posted on 10/2/14 at 7:17 am to
quote:

long-term investor


Same here. I honestly have no clue about the death cross or any other charting knowledge, but I did notice that since 08-09, the blue line and the red line have crossed twice, maybe a third time, and the markets have done pretty good since then.
Posted by Ace Midnight
Between sanity and madness
Member since Dec 2006
89551 posts
Posted on 10/2/14 at 7:23 am to
If you are not within your 5 year "need the money" window, I wouldn't worry about it.

Think of it another way - we're only 6 years out from the drama of 2008 - if you had stood pat, on the downslide - kept buying/DCA, you would be in a better position today than almost any person who sold out.

Once you're in that 5-year window (or so), then, yeah, you want to start moving to cash/cash equivalents (or at least products of very low volatility), anyway, and you can use technical analysis to decide when to make those moves.
This post was edited on 10/2/14 at 7:24 am
Posted by Iowa Golfer
Heaven
Member since Dec 2013
10230 posts
Posted on 10/2/14 at 7:42 am to
I don't know what it is, but I do like the name.
Posted by LSURussian
Member since Feb 2005
126962 posts
Posted on 10/2/14 at 8:13 am to
It's only valid in that if many investors hear about it and act on it by selling, it becomes a self-fulfilling prophecy.
Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/2/14 at 8:23 am to
I ran a few more simulations for different time periods and moving average terms....and yes, one can easily backtest to find an effective strategy by picking and choosing variables until it works

bottom line is that is seems to work in flat or declining markets, but fails in long term bull markets, which I'm sure everyone knew already, but it was interesting to see the actual results from different scenarios.

from 08-13 using 30 & 120 instead of 50 & 200 moving averages, it doubled return of buy and hold (70% to 30%)
Posted by LSU0358
Member since Jan 2005
7918 posts
Posted on 10/2/14 at 8:40 am to
The Russell has looked pretty ragged the last several months. No new highs since July while the S&P and Dow was making new highs.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/2/14 at 5:19 pm to
I used to be a skeptic of technical analysis, and for the most part I still am and think that most of it is bullshite. However, I have been reading some stuff about Clifford Asness lately and his research into the momentum premium for equity, and it's interesting stuff.

I think most chartists are spouting mumbo-jumbo, but for a famous 50-200 rule like this, IDK anymore... maybe it's kind of valid. There are quantitative analyst who trade on momentum and make a lot of money.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/2/14 at 5:24 pm to
I've been meaning to read his paper in the Journal of Finance from June 2013 (VOL. LXVIII, NO. 3), " Value and Momentum Everywhere."
Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/2/14 at 8:36 pm to
My goodness! That paper is going to take a little time to digest.

I'll be back with you tomorrow.......hopefully.
Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/3/14 at 5:42 am to
Well. I tried to read the referenced paper. I really did, but included in it are the following formula and comment.

Rpi,t- r f ,t = api+ ßpi MKTt + vpi j=iwjVALj,t+mpi j=iwjMOMj,t+ epi,t

"In this paper we intentionally keep everything as simple as possible"

I was certain at that point I was somewhere I shouldn't be.

It seems the conclusion might be something like a hybrid momentum/value portfolio outperforms one of either. I didn't understand exactly how the combined portfolio would be constructed, whether it would include a combination of the best value and momentum stocks, or include the stocks that had both value/momentum characteristics. The latter sounds like it would have to be companies that were growing earnings very fast, but continued to be trading at high value, which sounds like a very good idea. I'm pretty sure the former (combo of value and momentum stocks) is what he was talking about though.

I'm not sure how this paper relates to the 'death cross' other than the death cross being a 'confirmation' that momentum is disappearing from a stock or index as there is no value aspect to it.

As I see it, the death cross is a cutesy name to an obvious observation; that price increases (earnings increases or expectations) have slowed to the point of stagnating. I don't know whether I think that is supposedly historically accurate due to human nature, business cycles, or the reality that systems (businesses, groups of businesses, or by economies) by their complex nature cannot continue to change (grow) at high rates and will develop to a state in which the aspects of the system which created the change (growth) have created a system which at some point falls into a consolidation stage in which it must pare off non-dynamic aspects before change can continue.

I'm pretty sure what I tried to say will only make sense to me

Anyway, since valuations of stocks seems to be more arbitrary than fundamental (based on wide variations of P/Es over time and the lack of correlation between P/Es to actual future growth), attempts to quantify human behavior seems as important as actual financial performance and competitive advantage in predicting a particular company's future price.

I managed a bank portfolio for a short time right out of college. I quickly found that the very same news one month that sent bond prices up would send them down the next. The human interpretation of data (mood, feel) had more effect on prices than the data itself. This being assumed, technical analysis can be helpful, though not for the reasons technicians assert; that the stocks 'must' do certain things if recent behavior fits some pattern. Technical analysis may work at times because the market, people, behave in a predictable way....sometimes.

soooo, does the 50/200 moving average cross mean something? Sure, it means that price increases have stopped for some arbitrary period of time. There's no possible reason they must or should fall in the near future. The infinite economic, political, and natural factors that drive prices are always changing. I don't think those variables are reducible to a simple moving average indicator. Nothing is that simple (ha ha).

Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/3/14 at 6:07 am to
quote:

There are quantitative analyst who trade on momentum and make a lot of money.


That's certainly true, but blind squirrel/acorn and all that. Do they make money because their system works with predictability, or the time frame we observed their results too short.

Virtually every study shows that money managers (all types) are beaten by 'the market' over long periods of time. If technical analysis worked, many would use it, which would either reduce it's effectiveness by eliminating any advantage it had, or succeed by self-fulling prophecy.

The Russell 50/200 cross has been met. Prices should fall, but all we really know is that stock price growth has slowed/stopped. The direction of future price changes will be determined by fed policy, technological developments, political changes, investor 'mood' and natural phenomena. Recent price behavior is only relevant as it relates to investor 'mood' and expectations.

Everything I 'know' tells me it's BS, including the back-testing I did, but it is hard to ignore.

Conclusion: I have no idea

Buffet may be right. Ignore the background noise (unless its deafening like the Great Recession), invest is solid businesses and profit.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/3/14 at 6:17 am to
quote:

I'm not sure how this paper relates to the 'death cross' other than the death cross being a 'confirmation' that momentum is disappearing from a stock or index as there is no value aspect to it.


Yeah, I am in the middle of slowly accumulating a thread on hedge fund capital introductions and alpha generating strategies, and so I naturally had this stuff on my mind and perhaps tried to fit it into tangential discussions.

"When all you have is a momentum hammer, everything looks like a momentum nail..."

But yeah, I referenced the paper just as an academic confirmation that the momentum effect is real. The Fama-French 3-factor model is well established in confirming that value stocks and small cap stocks outperform other classes and equity stocks, and Clifford Asness was famous for solidly confirming that playing momentum stocks correctly with quantitative strategies also outperforms, with rigorous and empirically repeatable results.

If that is true, then various technical analysis folk wisdom, such as the Death Cross, might also be true. That's all I'm really trying to say.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/3/14 at 6:24 am to
quote:

Do they make money because their system works with predictability, or the time frame we observed their results too short.


Yes.

The momentum Asness is talking about is sort of medium term time lengths I think, but there are high frequency algorithmic trading strategies that apparently work at shorting time scales.

I'm trying to learn a little bit about them, but my gut instinct is to believe that those algo trading profits will gradually fall off to being much smaller than there were a few years back during their golden era.

quote:

Virtually every study shows that money managers (all types) are beaten by 'the market' over long periods of time.


Only for mutual funds after fees though.

There are studies showing that elite active investment managers will beat the market, but typically (i) their funds are not publicly available for all investors, and (ii) the majority of active managers will only generate a little bit of alpha through research and skill, but not enough to cover the cost of their management fees.

And of course top private equity and venture capital funds beat the crap out of everyone in terms of returns.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/3/14 at 6:29 am to
quote:

The Fama-French 3-factor model


By the way, although this is the standard model, Fung and Hsieh proposed a 7-factor model in 2004, but I don't think it really caught on.

It's another one of those things that I've been meaning to read about when I get more time.

I probably won't read that Asness article in a careful way until freaking November.
Posted by Ole War Skule
North Shore
Member since Sep 2003
3409 posts
Posted on 10/3/14 at 6:43 am to
I saw the thread, was interested, but haven't had time to read through it.

Unfortunately, the academic papers you reference are just beyond me.

But, in spite everything I 'know' to the contrary, I agree that in the real world, some technical indicators such as the 'death cross' probably have some validity.

I'm off to your hedge fund thread for more light reading on this beautiful and sunny Friday morn!
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/3/14 at 6:53 am to
They are beyond me too at the moment.

I often get on kicks where I try to outline subject material that is just beyond my grasp, in hopes that it will help motivate me to learn it better. Sometimes it works, and sometimes.... well sometimes I just leave behind an unfinished mess.

I find that academic papers on subject matters like this can seem virtually unapproachable for months on end, but if you have some motivating factor that makes you come back to it and hack away at it again and again, bit by bit, then once your done with your little project, you come to "own" a lot of what the paper is all about, and become fluent in understanding the jargon, and also gain a common sense intuition for what it all means.

I think I'm still a few months away from all that, but hopefully I'll get there.
Posted by Doc Fenton
New York, NY
Member since Feb 2007
52698 posts
Posted on 10/6/14 at 6:10 am to
I just read a job listing this morning for a "medium frequency" quant, and I don't even know what that is.

From EFinancialCareers.com: " Medium Frequency Equity Portfolio Manager - New York Based Quant Hedge Fund"

quote:

Currently they are looking to expand steadily with one member. This person should have at least three years of experience trading Equities with a live track record.


:sad face:


EDIT: Here's a link that gives some general definitions.

quote:

Category, Reaction Speed, Average Trade Duration
Very Low-Frequency, up to several hours, 1 week or more
Low-Frequency, up to a few minutes, 1 day to 1 week
Medium-Frequency, up to a few seconds, 10 minutes to 1 day
High-Frequency, 100 milliseconds or less, 1 second to 10 minutes
Very High-Frequency, 1 millisecond or less, 1 second or less
This post was edited on 10/6/14 at 6:18 am
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