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[amibroker] OT: Re: Technical Vs technofundumental trading



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Duke,

Thank you.  That's exactly what I was talking about.  If it's not too 
much trouble, would you mind forwarding those to my email address?  
(I'm not on email distribution - if not, no big deal - I'll pick it 
up when the email archives are issued)

Wayne

--- In amibroker@xxxxxxxxxxxxxxx, "Duke Jones, CMT" <Duke.Jones@xxxx> 
wrote:
> Wayne,
>  
> The process you mentioned is a good exercise to test your
> hypothesis. I can only relay from my tests that the
> fundamentals are not linear in their performance curve
> meaning the worst will not always be the worst performing.
> My best guess is part of that is system related and part of
> that is market related (short covering etc.)
>  
> Here is a simulation report of a linear regression system
> (run dates 04/01/01-2/09/05 ) which is a good proxy for your
> reversion example. The candidates are selected from a pool
> of securities that are screened each month for EPS Rank, RS
> Rank and a few other fundamental factors. Once screened the
> securities are traded strictly from a technical perspective.
> The second list is the S&P 500 and you can see the
> performance drops quite a bit. The good news is that you can
> increase your probability of success using fundamental
> factors in your screening so it's an area I would continue
> to explore in your research. 
>  
> The bad news is that in real time trading the system results
> are not quite that good, but still very respectable versus
> the risk that is taken. :-)
>  
> Sorry for the Wealth-script example Tomasz but I am still
> working on porting to Amibroker. :-)
>  
> Duke Jones, CMT
>  
>    _____  
> 
> From: seneca_kw [mailto:seneca_kw@x...] 
> Sent: Thursday, February 10, 2005 1:54 PM
> To: amibroker@xxxxxxxxxxxxxxx
> Subject: [amibroker] OT: Re: Technical Vs technofundumental
> trading
>  
> 
> Duke,
> 
> Thanks for the interesting link.  I hadn't seen that study
> before.  
> It shows that a combination of TA and FA can be successful,
> but it 
> doesn't quite answer the question that I had in mind. 
> 
> Take the example of a simple reversion-to-the-mean system:
> buy when a 
> stock closes below the lower Bollinger Band and exit N days
> later.  
> Does adding a fundamentals screen help?  To test this, I'd
> divide 
> stocks into at least five categories, from the lowest-rated 
> fundamentals to the highest.  Then I'd test each category
> using the 
> same system paramenters.  Ideally, the results should be
> worst for 
> the lowest-rated fundamentals, and should improve uniformly
> and 
> consistently up to the highest-rated.  That would show that
> using 
> fundamentals adds value.
> 
> But even if using fundamentals increases the profit per
> trade, it 
> doesn't necessarily follow that you'd want to incorporate
> them into 
> your system.  They may decrease the number of signals to the
> point 
> that your overall profits are lower even though your
> per-trade profit 
> is higher.  In the example system, I know that I can improve
> per-
> trade profits by tightening the requirements (eg stock must
> close at 
> 90% of lower BB).  Maybe I'm better off chucking the
> fundamentals 
> screen, tightening the BB requirements, and screening the
> whole 
> market (which is what I think the original poster was
> asking).
> These are the kinds of questions that I'm interested in
> investigating.
> Wayne
> 
> 
> --- In amibroker@xxxxxxxxxxxxxxx, "duke.jones"
> <Duke.Jones@xxxx> 
> wrote:
> > Wayne,
> > 
> > Here is a PDF from Charlie Kirkpatrick which discusses a
> real time 
> portfolio using just three elements. Two of which are
> fundamental the 
> third price momentum. HYPERLINK
> "http://www.mta.org/awards/01/2001DowAwardb.pdf"http://www.m
> ta.org/awards/01/2001DowAwardb.pdf
> > 
> > I believe fundamentals can be used to increase the
> probability of 
> success (based on testing and results) but the key is how
> you measure 
> success. Kirkpatrick's strategy has continued to perform
> well and has 
> consistently beaten the market but you had better be able to
> stomach 
> the large drawdowns. I have a enclosed pic of real time
> performance 
> since the beginning of last year of the Kirkpatrick
> (kirk.gif)model. 
> As you can see relative performance is great but its a model
> that 
> needs a trending market.  Also enclosed is a backtest of a
> modified 
> version (valuemo.gif) with more history. Better equity curve
> and 
> roughly half the risk of the market but still large
> drawdowns. 
> > 
> > Where I have found value is using a combination of systems
> with 
> little multicollinearity. I would to love tell you its made
> me rich 
> beyond my wildest dreams and that I only post here for the 
> intellectual curiosity however, the reality is like all
> systems mine 
> is a work in progress. The good news is that in aggreagte
> they do 
> have an equity curve I can live with and actually trade.
> Since my 
> primary job is to provide research I also like the fact that
> you 
> don't hear about too many fund/tech systems so perhaps where
> there is 
> no crowd there is more opportunity. 
> > 
> > OK, I have beaten the horse dead..time to climb back into
> the 
> shadows.  
> >  
> > 
> > Duke Jones, CMT
> > -------Original Message-------
> > > From: "seneca_kw" <seneca_kw@xxxx>
> > > Subject: [amibroker] OT: Re: Technical Vs
> technofundumental 
> trading
> > > Sent: 08 Feb 2005 05:22:44
> > >
> > >  Fred,
> > >  
> > >  You're probably right, I just haven't seen anyone put
> forward 
> hard
> > >  numbers to support it.  The details of the testing
> would be a 
> little
> > >  tricky.  Off the top of my head, I guess I would create
> a 
> watchlist
> > >  of stocks with top-rated fundamentals and one with
> bottom-rated
> > >  fundamentals.  Then I'd run various types of trading
> setups with 
> each
> > >  watchlist and see if the differences in the results
> were
> > >  statistically significant.
> > >  
> > >  One of the problems, though, is that you would need to
> test over 
> at
> > >  least several years of data, and since fundamentals are
> 
> constantly
> > >  changing, you'd have to adjust for that somehow.
> > >  
> > >  Wayne
> > >  
> > >  --- In amibroker@xxxxxxxxxxxxxxx, "Fred"  wrote:
> > >  >
> > >  > You're right ... It does SOUND good ... If you have
> earnings 
> data
> > >  for
> > >  > a few years I suggest you test your theory of buying
> good
> > >  fundamental
> > >  > candidates on dips .vs. buying candidates based on
> price action
> > >  > leading up to the dip, preferably from at least the
> previous 
> dip.
> > >  In
> > >  > ten words or less I think you'll find that stocks
> with better 
> price
> > >  > action perform better ... Why ? because not only is
> everyone 
> aware
> > >  of
> > >  > the published fundamentals and already factored that
> into 
> current
> > >  > price, but SOME are more aware then that and that is
> factored 
> into
> > >  > price as well.
> > >  >
> > >  > --- In amibroker@xxxxxxxxxxxxxxx, "seneca_kw"
> > >  wrote:
> > >  > >
> > >  > > To my mind, this is one of the biggest questions in
> trading.
> > >  Does
> > >  > > including fundamentals provide an additional edge?
> It 
> certainly
> > >  > > seems plausible.  If you're buying pullbacks, it
> makes sense 
> that
> > >  a
> > >  > > company with strong fundamentals is more likely to
> reverse 
> to the
> > >  > > upside than a company with weak fundamentals.
> > >  > >
> > >  > > The fact that something is plausible doesn't make
> it true.  
> Like
> > >  > > everything, it needs to be tested, and that's what
> I'd be 
> very
> > >  > > interested in hearing about.  Even if someone
> doesn't have
> > >  results
> > >  > to
> > >  > > share, I'd be interested in discussing ideas about
> HOW to do 
> the
> > >  > > testing.
> > >  > >
> > >  > > Wayne
> > >  > >
> > >  > > --- In amibroker@xxxxxxxxxxxxxxx, "Claude Caruana"
> > >  > >  wrote:
> > >  > > > Hi all,
> > >  > > >
> > >  > > > I am an Amibroker user for a few weeks now and I
> must say 
> it is
> > >  > > about to
> > >  > > > turn my trading method 180%.
> > >  > > >
> > >  > > > I initially purchased Amibroker to be able to
> generate 
> optimal
> > >  > > signals for a
> > >  > > > watchlist of around 100 stocks which I have
> selected for 
> their
> > >  > > fundumentals,
> > >  > > > however I am finding that my results work much
> better and 
> more
> > >  > > consistently
> > >  > > > on the entire stock universe (The 7000 tickers I
> have 
> loaded in
> > >  > my
> > >  > > db) than
> > >  > > > if I try running it on any watchlists containing
> less that 
> 200
> > >  > > tickers.
> > >  > > >
> > >  > > > I find that, in general, the most reliable entry
> signals 
> occur
> > >  > very
> > >  > > > infrequently, and hence, signals are too few and
> far apart 
> to
> > >  > create
> > >  > > > consistent results when the basis is my 100 stock
> 
> watchlist. If
> > >  I
> > >  > > try to
> > >  > > > "loosen the parameters" and get an optimal number
> of 
> signals
> > >  for
> > >  > my
> > >  > > 100
> > >  > > > stocks, then the system will not be as reliable
> as the one
> > >  > > with "tighter
> > >  > > > parameters" scanning the entire stock universe.
> > >  > > >
> > >  > > > Before I ditch my fundumental approach (which
> quite franky 
> has
> > >  > yet
> > >  > > to give
> > >  > > > me positve results!) altogether and start using a
> 
> technical-
> > >  only
> > >  > > system, I
> > >  > > > would be very grateful if anybody could confirm
> whether my
> > >  > > observation about
> > >  > > > entry signals is normal, or whether I am missing
> something.
> > >  > > Finally, are
> > >  > > > there any of you out there who trade using
> technicals only?
> > >  > > >
> > >  > > > thanks for any feedback!
> > >  > > >
> > >  > > > Claude
> > >  
> > >  Check AmiBroker web page at:
> > >  HYPERLINK
> "http://www.amibroker.com/"http://www.amibroker.com/
> > >  
> > >  Check group FAQ at: 
> HYPERLINK
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