Substituting Ingredients - The A to Z Kitchen Reference by BeckySue Epstein
Portable little book packed with what seems every ingredient and what could be substituted in it's place. It even has lists of options for some things.
Skip the expensive ingredients and use the alternate. I bet you'll be able to look up that ingredient you have no idea where to get. Find it at www.BeckySueEpstein.com.