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If the distribution of returns is symmetric then why not

  1. use a coin toss to decide whether to buy or sell
  2. Calculate the average velocity of the market (ATR - in technical analysis)
  3. Place a stop loss on 0.5 ATR away from current price and take a profit 2 ATR away from the current price?

I tried it in FOREX and it doesn't seem to work. Why is this so?

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Returns do not appear to be symmetric. – SRKX Mar 30 '12 at 16:49
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Your strategy seems equivalent to the following: the price $X_t$ is a standard random walk, you buy at $t=0$ and sell when it reaches -1/2 or 2 (whichever comes first). In this case, the expected profit is zero. – Vincent Zoonekynd Mar 31 '12 at 0:27

1 Answer

could this strategy be applied for real trading ?

i mean, whatever a trade makes or loses money, trading incurs transaction-costs.

thus, you cannot stand on that (perfect) bell-shaped distribution to trade profitably with any certainty.

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