I couldn't specifically find a manual, but I did find this website:
http://www.white-rodgers.com/wrdhom/therm_conversion/index.html
It does not, however, tell you how to change the battery. If you haven't figured it out - really you only need to pull the face plate off the unit and you will see the batteries.