101 alphas help

Discussion in 'Automated Trading' started by rs2000, Jul 16, 2016.

  1. rs2000

    rs2000

    Hi All,

    I am an aspiring quantitative trader and have been reading up papers, books and now practicing on getting my alphas.
    I have come across this paper by Zura Kakushadze

    http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2701346

    The paper has 101 Alphas. I have started to read these and have tried these. I want to be able to modify and enhance/combine these alphas. There is no backrgound information on reasoning my these alphas and i really need your help to decipher some of these. Please can you help me do that.Please help understand the logic behind the alphas and also if you have supporting papers,readings etc. please let me know. I am using the websim by worldquant

    for a start, please have a look at the alpha below which takes the reverse of the correlation between rate of change of volume and return. Now it will buy the stocks with a -ve correlation (increasing change in volume and decreasing return). I understand that increasing volume points to momentum and decreasing volume points to reversal. Now if volume is decreasing and returns are going up, the correlation will ve -ve and the alpha below will consider it a buy opprtunity. can you please help me understand why? since volume is decreasing, wouldnt it point to a reversal in the returns?

    (-1 * correlation(rank(delta(log(volume), 2)), rank(((close - open) / open)), 6))

    Another alpha below says that if volume> 20DayAverage, then takea reverse of the 7 da change in price. if volume is high, wouldnt it point to the fact that returns are likely to continue in short term?

    ((adv20 < volume) ? ((-1 * ts_rank(abs(delta(close, 7)), 60)) * sign(delta(close, 7))) : (-1
    * 1))

    Many thanks for your help
     
  2. Why don't you talk to the author? He's pretty vocal on Wilmott...
     
  3. rs2000

    rs2000

    i have written an email to him
    hasnt got a reply
    thought we could discuss here.........
     
  4. gkishot

    gkishot

    Do you guys have an idea how to calc those functions, like rank, ts_rank, delay?
     
  5. rs2000

    rs2000

    in websim (google it)
    these are standard function and are available in the simulator

    i am more interested to get sipporting dociments and papers, links etc to understand this

    thanks!
     
  6. gkishot

    gkishot

    Why can't those formulas be tested then in WebSim? What other supporting docs do you need?
     
  7. rs2000

    rs2000

    i can test these formulas and they show a average performance
    i want to be able to enhance them and for that I want to understand whats the logic or main idea of the alpha (and thats the stuff i am asking for)
     
  8. gkishot

    gkishot

    Doesn't 'average performance' mean they have no alpha?
     
  9. rs2000

    rs2000

    i mean they perform average in terms of alpha and i would like to understand and refine them....was seeking help for that
     
  10. an academic paper including russian poetry
    such a chasm it is, between quants and sales traders.
     
    #10     Jul 16, 2016