Seventeeth-century physicist and inventor Robert Boyle made a point to communicate the details of his experiments creating a vacuum with an air pump (his first and third attempts are illustrated here) so others could reproduce his results. Statisticians have devised a new way to measure the evidence that an experimental result has really been reproduced.