Can linear regression analysis really predict the future?

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

  1. Tompson

    Tompson

    Yes, great paper.

    40 downloads of my last plot but this thread seems to be dying ...
     
    #251     Nov 25, 2009
  2. its hard to take it much further. at this point each person must do their own work....
     
    #252     Nov 25, 2009
  3. I want to make sure I'm interpreting this correctly. The difference between a day's close price and its pivot for that day is very frequently very small?
     
    #253     Nov 25, 2009
  4. Tompson

    Tompson

    Yes, the pivot is simply (C+H+L)/3.

    If the high and low are equally spaced around the close then pivot = close.

    (C + (C+x) + (C-x))/3 = C

    If the high is 4 times further away from the close than the low then the pivot is at:

    (C + (C+4x) + (C-x))/3 = C + x

    so it takes quite an imbalance to move the pivot.


    Tom
     
    #254     Nov 25, 2009
  5. Hi,

    Here's what I get for EUR/USD using 30min bars.


    Btw, I get negative expectancy when trying to replicate your strategy (buying when close below pivot, selling when close above pivot). Did you take commissions into account?

    Thanks,
     
    #255     Dec 2, 2009
  6. Tompson

    Tompson

    #256     Dec 2, 2009
  7. No, actually I use my own platform.

    I made a few changes to the way I compute the interpolation.
    The results are much better.

    However I still get several 10+ sigma-events.
    Any idea how to eliminate them?

    I can't get a positive expectancy strategy yet.
     
    #257     Feb 14, 2010
  8. This only seems to be true if the underlying distribution is also gaussian.

    When I have fat-tails in the distribution, deviations from spline are not gaussian (altough "more" gaussian than the initial distribution).
     
    #258     Feb 26, 2010
  9. nice dark.
     
    #259     Feb 26, 2010
  10. I don't get this.

    By stable you mean stationary I guess?

    What do you mean with markets being truly gaussian? Normal distribution of daily returns?

    How do you position a strangle at 2 STD? Break-even points should be at current price +/- 2STD?

    I'm very interested in this, could anyone explain please?
     
    #260     Apr 23, 2010