Matheson was an 1885 graduate of the South Carolina Military Academy, now known as The Citadel where he was initiated into the Kappa Alpha Order.
Matheson's academic background included graduating from The Citadel in 1885, previously known as the South Carolina Military Academy, and his involvement with the Kappa Alpha Order fraternity during that time.