McCrea who was an outdoorsman who had once listed his occupation as "rancher" and his hobby as "acting" had begun buying property as early as 1933, when he purchased his first 1000 acres in a then unincorporated area of eastern Ventura County, California, which later became Thousand Oaks, California.