Linkage is typically performed using unique identifiers such as social security numbers, medical record numbers, or other unique patient identifiers. When these are not available, probabilistic linkage methods, which rely on matching multiple variables like name, date of birth, and address, are used. Sophisticated algorithms and software tools facilitate this complex process.