Record linkage is used in creating a frame, removing duplicates from files, or combining files so that relationships on two or more data elements from separate files can be studied. Much of the record linkage work in the past has been manual or via elementary but ad hoc rules. The report provides an overview of matching techniques that are based on formal mathematical models subject to testing via statistical and other accepted methods.