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RECLINK: Stata module to probabilistically match records

  • Michael Blasnik


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    Record linkage involves attempting match records from two different data files that do not share a unique and reliable key field. It can be a tedious and challenging task when working with multiple administrative databases where one wants to match subjects using names, addresses and other identifiers that may have spelling and formatting variations. Formal record linkage methods often employ a combination of approximate string comparators and probabilistic matching algorithms to identify the best matches and assess their reliability. Some stand-alone software is available for this task. This presentation will introduce -reclink-, a rudimentary probabilistic record matching program for Stata. -reclink- employs a modified bigram string comparator and allows user-specified match and non-match weights. The algorithm also provides for blocking (both "or" and "and") to help improve speed for this otherwise slow procedure.

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    Software component provided by Boston College Department of Economics in its series Statistical Software Components with number S456876.

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    Programming language: Stata
    Requires: Stata version 8.2
    Date of creation: 04 Oct 2007
    Date of revision: 18 Jan 2010
    Handle: RePEc:boc:bocode:s456876
    Note: This module should be installed from within Stata by typing "ssc install reclink". Windows users should not attempt to download these files with a web browser.
    Contact details of provider: Postal: Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA
    Phone: 617-552-3670
    Fax: +1-617-552-2308
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