 His ministry began as pastor of the Baptist Church in Janesville, Wisconsin.After two years, he moved to St. Louis to be the pastor of Second Baptist Church.His account of the Civil War in St. Louis, "The Story of a Border City during the Civil War", is considered accurate, vivid, and balanced, even though Anderson was an ardent abolitionist and supporter of the Union.