Can linear regression analysis really predict the future?

Discussion in 'Strategy Building' started by tradrejoe, Nov 4, 2009.



  1. This is the flaw though of academic studies on TA..."predictability" implies win rate better than random...
    Win rate is totally meaningless without taking into account how much you lose vs how much you win on any given trade...Otherwise you can't even start to formulate the "E"xpected "V"alue of a trade you put on..(EV+/-..not VE as I assume the poster above is trying to say)
    Things are further compounded by that the mean will be almost meaningless, the outliers are what will matter..This is why cutting losses quick and letting winners run, although "old school" stuff everyone knows, is the correct way to trade.
    The reason no one has figured out the "distribution" of the market from t0 to t1 is that it is unknowable. Exactly because to know that distribution, would alter that distribution because of liquidity.
     
    #141     Nov 12, 2009


  2. I don't totally disagree with you...However its pretty lazy to disgard quant tools entirely, because some idiots use them wrong.
     
    #142     Nov 13, 2009
  3. You should start studying some game theory..this is great text to start with..
    http://www.amazon.com/Playing-Real-...=sr_1_1?ie=UTF8&s=books&qid=1254784634&sr=8-1

    In a game with a small number of participants coin flipping who control 85% of the flips probability, if you were a betting person..you would not then care about the distribution of such a game's coin flips, you would simply try to deduce the bias/direction of the small number of participants and bet with them..
    Too bad this is a much easier game to "win" betting wise than the markets...
     
    #143     Nov 13, 2009
  4. sosueme

    sosueme

    Help me out with this example please.

    It is clear from the postings that there are some very clever maths people onboard

    Here is a breakdown of strikes (orders) placed during a single day and it is representative of most days........

    0-10 ... 80,000
    11-20 ...10,000
    21-50 ...5,000
    51-100 ...8,000
    101+ ...1,000

    In total they represent 1,400,000 contracts traded.

    What can be derived from this information.
     
    #144     Nov 13, 2009
  5. I would agree with this. And that is yet another 'fad'/herding/crowding bias that can potentially be exploited.

    I am not sure whether my argument coincides with MAESTRO's, but all I was trying to say was that a lot of my problems with TA are not about the premise per se, but with the quality/robustness of the analysis.
     
    #145     Nov 13, 2009
  6. sosueme

    sosueme

    I would be interested to know how you can exploit this group.
     
    #146     Nov 13, 2009
  7. Well, you'd do it the same way as you would exploit the knowledge that there's a crowded trade out there. Except in this case it's not a crowded trade, but rather a crowded methodology that forces certain synchronized behavior.

    One of the best, most dramatic examples sometimes offered is the role of CPPI-driven strategies in the Black Monday crash.
     
    #147     Nov 13, 2009
  8. sosueme

    sosueme

    I gather you want to position yourself in front of the herd.

    Can you be more specific about how you would use LRA (or anything else for that matter) to achieve this goal.
     
    #148     Nov 13, 2009
  9. Syprik

    Syprik

    #149     Nov 13, 2009
  10. sosueme

    sosueme

    It seems a pity that such an interesting thread as this has run out of steam.

    Perhaps we need to wait until "the LRA traders" get home after a busy day and can log onto ET.

    I remain as enthusiastic as ever that someone can push forward and show how to translate LRA into profits.

    I even provided some simple inputs a few posts back, in the hope that some learned soul could wield their mathematical magic and lead me out of the wilderness.

    Still, there is always this evening to come.
     
    #150     Nov 13, 2009