Mix together brown sugar, pumpkin pie spice, mustard powder, onion powder, and pepper in a bowl until well blended. Makes enough rub to cover one 3 to 5 pound ham. To be sure sugars form a crust, do not cover the ham during cooking. If not using immediately, store in an airtight tin.
