Born on September 30, 1852 in Lexington, Ohio, she was the daughter of Alice Cook and Dr. Hugh P. Anderson, who died when she was young.
Anderson did well at Michigan, and was the only woman honored with an "appointment", as it was then called, to speak at commencement.