@macrocephalopod@oxbquant@quantymacro Totally get the overfitting point, but isn’t it still important to look at how each feature relates to the target first like checking correlation, lagged correlation, correlation in the tails etc?
@Ligne14_RATP Vous rendez-vous compte de la misère que vous imposez aux usagers en pleine heure de pointe pour aller au travail ? Encore une fois, c’est tout à fait inacceptable.
@EntropyChase Don’t forget market impact. Start with simple stuff. Assuming impact is proportional to square root of order size is a good starting point imo
@EntropyChase Personally, I typically normalize the signal (z-score) by the instrument’s volatility and apply a scaling factor to achieve a daily target for the entire portfolio in USD terms.