In 1901, along with Mabel Osgood Wright and Florence Merriam Bailey, Miller became one of the first three women raised to elective membership in the American Ornithologists' Union.
1901 erbjöds Miller, tillsammans med Mabel Osgood Wright och Florence Merriam Bailey, att få medlemskap som de tre första kvinnorna i American Ornithologists' Union.