If I update a vendor's Billing address, will the new address appear on my previous documents?

YES!! If you Changed/Edit Billing Address of any Vendors ,the updated Billing Address of the Vendor will reflect in your previous documents.

To do so please follow the below mentioned steps:

Click on Vendors>>>Edit>>>Change/Edit Billing address>>>click on Update vendor.