This is a really interesting question, and of massive practical importance if you are managing systematic strategies. To generalize a bit -- someone tells you they have a strategy with a Sharpe of S. What questions should you be asking about the strategy to verify that it's real?https://twitter.com/o_wutang/status/1359686542466445312 …
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Replying to @macrocephalopod
i think people often have too much fear of overfitting when it comes to high sharpe strategies. it can be more productive to just put it on live in small ish size and move on. You will learn very quickly if its 5 sharpe or at worst 0 (gross of tcost).http://www.alexchinco.com/how-bad-are-false-positives-really/ …
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Replying to @JessicaNutt96 @macrocephalopod
obviously this assumes that you were pretty reasonable with your research process and ex-ante have no reason to believe it was overfit.
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Replying to @JessicaNutt96
macrocephalopod Retweeted macrocephalopod
Completely agree! Advice in thread is better suited to lower-frequency single strategies with Sharpe 0.5-1 or multi-strategy models combining many low Sharpe signals (where a combo of Sharpe 1 signals can easily have a backtest Sharpe of 3+ and a true Sharpe of ~0)https://twitter.com/macrocephalopod/status/1359934074350108675 …
macrocephalopod added,
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Replying to @macrocephalopod
for that multi-strat model by the combo producing a true Sharpe of ~0 what do you mean/what mechanism would lead to that? Or is it just that the backtest is overly optimistic/could be the overfitting and I'm reading too much into it
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Replying to @ValueHao
I mean that it’s very easy to find 10 strategies with a backtest Sharpe of 1 and a true Sharpe of 0, if you combine them then you have a multi-strat that has a backtest Sharpe of 3+ but still has a true Sharpe of 0.
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Replying to @macrocephalopod
phew, was worried for a second there you were implying something about covariances interacting on the standard deviation in the denominator or idk even for the returns on top
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No I am way too dumb for that
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Replying to @macrocephalopod
haha be careful about the self-deprecation given what that implies about the rest of us!
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