Craney was born in Spokane, Washington to Lucy Blodgette, a schoolteacher, and James Craney, a Superintendent of the Great Northern Railroad.
Craney was born to Lucy Blodgette, who was a schoolteacher, and James Craney, who was a pioneer in the logging industry. Craney's father was a Superintendent of the Great Northern Railroad.