Your question is Significance Testing for Signals. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What statistical methods do you prefer for testing the significance of a new investment signal?