First it was tulips. More recently it was tech stocks and then the housing market. Lately, it’s all about bitcoin.

All four share a common denominator: They suffered through financial bubbles, or bubble-like conditions. The first three ended badly. The jury is still out on what’s in store for bitcoin.

Yet the more the digital currency surges,...