William F. Bailey (April 12, 1888 – November 2, 1926) was an American left-handed pitcher in Major League Baseball. He played for the St. Louis Browns, Baltimore Terrapins, Chicago Whales, Detroit Tigers, and St. Louis Cardinals. He had a career record of 38–76 with a 3.57 earned run average (ERA).