Bid-Ask Spread Decomposition: Quoted, Realized, Effective, and the Roll Measure

The spread is not one number — it's at least four: quoted, effective, realized, and Roll. They answer different questions, and confusing them misreads an entire transaction-cost report. This article pins down all four definitions, the identity connecting them, and the statistical fallout of bid-ask bounce.