I have built several strategies – and one thing that never fails to be the centerpiece; the regime watcher.
You can have the best strategy in the world. But if it activates at the wrong times it turns into the worst.
I have found that sometimes the most basic regime catches the edge, for other strategies you need a complex regime gate.
Currently I have a momentum trading algorithm and the best result was; most complex. I have set up a HMM model to define when it is actually risk on. On the flip side to catch a short trade I found simple MA regimes had the highest hit rate. Make them MECE and it’s a great combo.
Besides these two you also have universe regimes, HMM models, volatility, the fantastic fear/greed, sentiments.
Every gate with its own benefit.
Just wondering. What do you see as the most important area?
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