When you say test periods have been selected for best significance, do you follow some specific rule to select them, like uptrend, downtrend and sideways, or you just consider a 10% aleatory sample of, say, 10 -20 year period?

In physical sciences the rule of 10% sample works reasonable well, though nobody knows why, but I don't know if same rule applies to the market.