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[EquisMetaStock Group] Re: How many trades does the evaluation need to be sound statistically?



PureBytes Links

Trading Reference Links

Marriage is a gamble too. Just so happens to have the same odds (in
California) as trading, 50%. 

The gambling ecosystem is riddled with crime (just ask your local
prosecutor). The trading/investing ecosystem is also riddled with
crime. Just ask Mr. Enron and many others. 

So what's the difference?


--- In equismetastock@xxxxxxxxxxxxxxx, mgf_za_1999 <no_reply@xxxx> wrote:
> If your system trades 9 times in 20 years, either give the money to
> some index manager, or put it in the bank.  You are not trading, you
> are buying and holding or investing.  If you add any conceivable
> gearing then either you will run out of margin, or pay through your
> ears in carry over the 20 years with just 9 trades.
> 
> Anyhow, 9 trades in 20 years sounds academic to me - 30 trades plus
> degrees of freedom sounds practical to me.
> 
> I do use such long term, 9-trades-in-20-years systems to extract the
> long term trend from a ticker.  But I do not use that as a trading
> decision - just as part of the input.
> 
> Yes I agree with you, trading is not investing.  But I certainly don't
> think trading is gambling.  It is gambling if you don't know what you
> are doing, probably with much worse odds than you'd get in a gambling
> house.  Trading is buying and selling of financial instruments with a
> view to making a speculative profit while gambling is statistical and,
> given the odds, a sin!
> 
> Regards
> MG Ferreira
> TsaTsa EOD Programmer and trading model builder
> http://www.ferra4models.com
> http://fun.ferra4models.com
> 
> --- In equismetastock@xxxxxxxxxxxxxxx, superfragalist <no_reply@xxxx>
> wrote:
> > Your premise is from a purely mathematical view, specifically
> > statistical. However, the market doesn't always supply data in a
> > complete packages ready for statistical testing and inference. 
> > 
> > Suppose we have a market timing system that has made only 9 trades in
> > the last 20 years and all of the trades have been highly profitable.
> > Do we use the system or not? There are not enough trades to validate
> > the results. 
> > 
> > We can wait another 40 years or so and we'll probably have enough data
> > and enough trades to make statistically meaningful inferences. 
> > 
> > None of this is neat, precise or absolute. And there are no hard and
> > fast rules for how many trades a system needs to give good test
> > results. There are approaches which are better than others like this
> > one by MG, but there is no one correct answer to the question.
> > 
> > After many millions of systems tests and a lot of trading years in the
> > markets, no one has come with a trading system, a timing system or any
> > other system that works consistently over long periods of market
> history. 
> > 
> > Trading is not investing, it's gambling with an edge to the player if
> > the player is an expert at that game. However, the house is always
> > changing a little something here or there that changes the
> > probabilities of events just enough to change the game. It's the
> > players job to stay up with these changes and adapt well enough to
> > keep the edge on the house. 
> > 
> > Newbie's just don't get how long it takes and how hard it is to get
> > the edge consistently and over long periods of time. A newbie thinks
> > if they make money one year, they're going to be a successful trader
> > every year. Call me in twenty years with your track record and if it
> > measures up, I'll send you your certificate of validation. 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > 
> > --- In equismetastock@xxxxxxxxxxxxxxx, mgf_za_1999 <no_reply@xxxx>
> wrote:
> > > The 30 trades is based on the central limit theorem - after about 30
> > > observations things settle down if the mean of random samples
follows
> > > a normal distribution.  There are several assumptions in this
> > > approach, but it should give a good idea.  I'd push it up a bit, say
> > > to 35 or 40.  Also, you need to adjust for degrees of freedom if you
> > > do any optimisation.  Suppose your system is driven by 1 parameter,
> > > then you must add this to the 30.  Suppose you have a big system
that
> > > uses say 10 parametrs - then you need at least 40 trades. 
Especially
> > > if the system gets bigger, it needs more trades to give any
> > > confidence, and I will feel better if such a system produced good
> > > results in 50 or more trades.
> > > 
> > > Another, excellent way to test is to use a hold out sample. 
Build the
> > > system on a portion of the data, say an 80% sample.  Then test it on
> > > the rest and you can see if you have a winner or fools gold.  The
> > > *proper* way to do this is to segment the sample in say 10
blocks (of
> > > 10% of the data each).  Now you choose randomly any 8 blocks,
optimise
> > > the parameters of the system on it, and test it on the remaining 2. 
> > > Then you choose another 8 blocks randomly, optimise the system, test
> > > it on the remaining 2 and so on.  After you've done this say 100
> > > times, you test the results.
> > > 
> > > For this you need special software - one good example can be
found at
> > > 
> > >     http://weka.sf.net
> > > 
> > > In practise, just chop off the most recent 20% and you'd get a good
> > > idea if the system will work or not.
> > > 
> > > Regards
> > > MG Ferreira
> > > TsaTsa EOD Programmer and trading model builder
> > > http://www.ferra4models.com
> > > http://fun.ferra4models.com
> > > 
> > > 
> > > --- In equismetastock@xxxxxxxxxxxxxxx, "rvalue1" <rvalue1@xxxx>
wrote:
> > > > I would contend that if you generated >30 trades in the up
> direction 
> > > > for a sufficiently long period 2 years or so, you would have 
> > > > confidence that the system does well in the up direction. Same
for 
> > > > down and catch the sideways as it transitions.  Very unusual to
> find 
> > > > a great system up, down and sideways!!  If you have one, let me
> know.
> > > > 
> > > > If you are waiting for 1000 trades, you must trade very often.
> > > > 
> > > > --- In equismetastock@xxxxxxxxxxxxxxx, "Ed Hoopes" 
> > > > <reefbreak_sd@xxxx> wrote:
> > > > > I recently attended a lecture by Keith Fitchen, the author of 
> > > > several
> > > > > successful trading systems most notably Aberration.  He says
that
> > > > > statistics on more than 1000 trades must be compiled before the
> > > > > results can be considered valid.
> > > > > 
> > > > > Ed Hoopes 
> > > > > 
> > > > > --- In equismetastock@xxxxxxxxxxxxxxx, chichungchoi
> <no_reply@xxxx> 
> > > > wrote:
> > > > > > Does anyone know how many trades the evaluation needs to be
> sound 
> > > > > > statistically?
> > > > > > Thank you in advance
> > > > > > Eric




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