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Probabilistic Record Linkage in SAS Glenn Wright, M.P.A, Kaiser Permanente, Oakland, CA ABSTRACT Record linkage is the process of deciding which records from one or more databases refer to the same.

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In general, deterministic matching is less computer intensive but it involves more manual intervention. Probabilistic linkage is more time consuming and computer intensive, and will require specialized software. However, it generally produces more reliable results than deterministic linkage.

What is the Difference Between Deterministic and Probabilistic Matching? Deterministic Matching is a technique used to find an exact match between records. Probabilistic Matching involves matching records based on the degree of similarity between two or more datasets.

DEFINITION: Probabilistic record linkage is a method that makes an explicit use of probabilities for deciding when a given pair of records is actually a match or not.

Deterministic Record Linkage This is the simplest form of record linkage, which produces links based on common identifiers or variables among the available data sources. It is often the case that no single variable exists that is free of errors, presents on the majority of data and has enough discrimination power.

Probabilistic record linkage uses information on a greater number of matching variables, and allows for the amount of information provided by any (dis)agreement on matching variables. For example, agreement on social security number is more suggestive of a match than is agreement on sex.

Data linkage can be deterministic (exact), where each matching variable needs to agree exactly to determine a correct match, or probabilistic, where users allow for errors in the matching variables and assign a probability of a correct match.

DEFINITION: Probabilistic record linkage is a method that makes an explicit use of probabilities for deciding when a given pair of records is actually a match or not. INTERPRETATION: Record linkage is used in the case of integration of micro-data sources, which refer to the same Statistical units.

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© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232
Form Packages
Adoption
Bankruptcy
Contractors
Divorce
Home Sales
Employment
Identity Theft
Incorporation
Landlord Tenant
Living Trust
Name Change
Personal Planning
Small Business
Wills & Estates
Packages A-Z
Form Categories
Affidavits
Bankruptcy
Bill of Sale
Corporate - LLC
Divorce
Employment
Identity Theft
Internet Technology
Landlord Tenant
Living Wills
Name Change
Power of Attorney
Real Estate
Small Estates
Wills
All Forms
Forms A-Z
Form Library
Customer Service
Terms of Service
DMCA Policy
About Us
Blog
Affiliates
Contact Us
Privacy Notice
Delete My Account
Site Map
All Forms
Search all Forms
Industries
Forms in Spanish
Localized Forms
Legal Guides
Real Estate Handbook
All Guides
Prepared for You
Notarize
Incorporation services
Our Customers
For Consumers
For Small Business
For Attorneys
Our Sites
US Legal Forms
USLegal
FormsPass
pdfFiller
signNow
airSlate workflows
DocHub
Instapage
Social Media
Call us now toll free:
1-877-389-0141
As seen in:
  • USA Today logo picture
  • CBC News logo picture
  • LA Times logo picture
  • The Washington Post logo picture
  • AP logo picture
  • Forbes logo picture
© Copyright 1997-2025
airSlate Legal Forms, Inc.
3720 Flowood Dr, Flowood, Mississippi 39232