 Stetson was born in Champlain, New York, one of thirteen children born to Reuben and Lois (Smedley) Stetson of Hardwick, Massachusetts.Stetson was raised on his family's farm and attended the public schools of Champlain.He attended the academy in Plattsburgh and received additional instruction in classical languages from the academy's principal.