The folks at Nolo have created a chart with statutes of limitations for all 50 states. The chart can't act as substitute for actually reading the relevant statutes; however, the chart does provide helpful notations which indicate where the relevant statutory provisions are located.
From Librarians' Internet Index.
From Librarians' Internet Index.