Statute of Limitations on Civil Theft Cases (AZ)?

This should fall under injury to personal property. In Arizona the statute of limitations for this is 2 years. See the Arizona Revised Statutes, Section 12-542 (sorry, I'm from Tennessee so I don't know how to correctly cite Arizona statutes).