the son of attorney and businessman Dwight Locke Wilbur and the former Edna Maria Lyman. He was raised with a brother, Curtis D. Wilbur, who served as the U.S. Secretary of the Navy under President Calvin Coolidge, and was a Chief Justice of the Supreme Court of California. The Wilbur family moved to Riverside, California,