"When the data doesn't match the model - the model is wrong."

Nobel Laureate Richard Feynman remarked something very similar.

When my dad began investing, he assiduously scanned the papers for the experts opinions, and followed their advice. After getting bloodied time & again, he questioned not only them, but all the conventional financial wisdom of the time. Often, diligent research into actual historical observations yielded quite different conclusions.