 After the war Ferguson moved to Greenville, Mississippi, where he practiced law.He married Catherine Sarah Lee, daughter of Henry William and Eleanor Percy Lee who was a cousin of Robert Edward Lee.In 1876, he was appointed as president of the United States Board of Mississippi River Commissioners.