Beaver was born in Laramie, Wyoming. His parents are Dorothy Adell and James Norman Beaver, Sr. a minister. His father was of French and English heritage. His mother has Scottish, German, and Cherokee ancestry, and is a descendant of senator, governor, and three-time U.S. Attorney General John J. Crittenden.