Wildlife biologists have put GPS collars on deer and monitored deer movement for months at a time. They have published studies that concluded there is no relationship of deer movement with moon phase or moon position. (Likewise, there are no published studies that have shown any relationship of deer breeding (the rut) with moon phase).
Hunt the moon phase/position if it makes you a better hunter. Otherwise, just hunt.

-fsh