 Proctor was born in Proctor, Vermont, to Fletcher Dutton Proctor, the fifty-first Governor of Vermont, and Minnie Euretta Robinson Proctor.He studied at The Hill School.He graduated from Yale University in 1912.He married first Margaret Cynthia Chisholm on May 30, 1916 in Proctor.