I Backtested 'Volume Confirmation' on 15,900 Real A-Share Stock-Days. It Flipped Sign Between Two Consecutive Months.

Volume confirmation looked like a real edge on 15,900 Chinese A-share stock-days — until I split it by month and every setup flipped sign. The excess-over-drift normalizer that catches it, in one line of Python.