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Re: [amibroker] Re: solving the prediction problem



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Pal,
 
Sorry, but I have to take the side of MarkF2 on this one. Yes, I agree, you 
can prove anything you want with statistics, but only if you use it improperly, 
which most people who have a vested interest in something or are not objective 
in their analysis of an empirical observation do (understand, I am not accusing 
you of anything; I'm just stating a fact). If you use inferential, parametric 
statistics on data that are not even close to being normally distributed, you 
can prove anything. But your proof is flawed because you have misused a basic 
underlying assumption that the particular statistical test was designed to 
indicate. You speak of proof being only in the realm of physical law or 
mathematical theorem. Perhaps true if you speak of absolute proof. However, in 
statistics, all 'proofs' are based on measurement error, and there is nothing on 
this planet that can be measured error-free (except mathematical principles such 
as the area of a triangle or the Pythagorean Theorem). In trading, the errors 
are huge, sometimes infinite, because price behavior is so variable; so in order 
to try to 'prove' anything statistically, you have to minimize that error as 
much as possible. How does one minimize error when prices are determined by such 
a huge universe of human beings, all with different outlooks on future behavior 
and all biased to some degree by their own non-objective views? You can't. You 
can only generate probabilities and confidence based on those probabilities, and 
that is the heart of statistical analysis. So, statistics is not meaningless at 
all and in fact is a very valuable tool in this complicated trading business of 
ours. Use it properly, and you will be rewarded. Use in unwisely, and you will 
lose big. 
 
Al Venosa
<BLOCKQUOTE 
>
  ----- Original Message ----- 
  <DIV 
  >From: 
  palsanand 
  
  To: <A title=amibroker@xxxxxxxxxxxxxxx 
  href="">amibroker@xxxxxxxxxxxxxxx 
  Sent: Sunday, October 26, 2003 3:41 
  PM
  Subject: [amibroker] Re: solving the 
  prediction problem
  I do not dispute the usefulness of statistics, only in the 
  use of it to prove something, which anybody who has a good grasp of 
  statistics in this planet knows, which apparently you 
  don't.Regards,Pal--- In <A 
  href="">amibroker@xxxxxxxxxxxxxxx, 
  "MarkF2" <feierstein@x...> 
  wrote:> What planet are you from?  Statistics *is* a branch of 
  applied> mathematics and, IMHO, the single most useful for 
  trading.> > "Each of us has been doing statistics all his life, 
  in the sense that> each of us has been busily reaching conclusions 
  based on empirical> observations ever since birth." -- William Kruskal 
  > > --- In amibroker@xxxxxxxxxxxxxxx, "palsanand" 
  <palsanand@xxxx> wrote:> > > Like I said earlier, 
  Statistics is meaningless in the context that > > you can come 
  out with statistics to disprove anything.  Proof > > requires a 
  law or a theorem.  Only Mathematics can prove or> disprove 
  > > and that is one reason it is the greatest of all 
  sciences.
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