George W. Stout established Stoutsburg, and lent it his name.[3] Stoutsburg was made a station on the railroad built through that territory in the early 1880s.[4]
A post office called Stoutsberg (different spelling) opened in 1890, and remained in operation until it was discontinued in 1910.[5]