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Dreams Of Profits From Machine Learning: The Next Big Market Trap

Posted by Michael Harris on October 17, 2016

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Value and institutional investors, market makers, specialists and other savvy professionals profited handsomely in the last three decades from the losses of traders using naive technical analysis, such as chart patterns and simple indicators . . .

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Michael Harris

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Quantitative trading

The Three Types Of Backtests According to Clifford Asness

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Hypothetical or simulated performance results have certain inherent limitations. Unlike an actual performance record, simulated performance results do not represent actual trading. Also, since the trades have not actually been executed, the results may have under- or over-compensated for the impact, if any, of certain market factors, such as lack of liquidity. Hypothetical trading results are also subject to the fact that they are designed with the benefit of hindsight. No representation is being made that any account will or is likely to achieve profits or losses similar to those shown.

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