Oil filled heaters usually pull 1500watts.
You cannot use a proportional thermostat to control an oil filled heater. You need to use an on/off style thermostat that can handle 1500 watts.
This is what I would recommend: http://www.reptilebasics.com/ranco-etc-111000-pre-wired (you want the room heater version)