"Shivering is a reflex which occurs when someone feels cold and, physiologically, it serves to raise body temperature. The trigger point at which this reflex occurs is set in the anterior hypothalamus."

http://www.patient.co.uk/doctor/rigors

Rigors are also a predictor of bacterial infection. Has your doctor ruled out any type of "silent" infection like a UTI? Sometimes there are no symptoms.