I found the solution to my problem before coming here, but wanted to share it so I'm posting my question first and then going to post the answer I discovered.
I setup Paypal pro for payments using my Paypal sandbox account, but was getting the following error:
Payment Processor Error message 10002: Security error Security header is not valid
See my answer for solution