 Anderson was born in Honolulu, Hawaii.He attended Punahou School where he wrote the school's football song in his junior year and the school song in his senior year.He graduated from Cornell University in 1916, where he studied electrical and mechanical engineering and was a member of the Cornell University Glee Club.