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Record Linkage: Statistical Models for Matching Computer RecordsJournal of the Royal Statistical Society. Series A (Statistics in Society), Vol. 153, No. 3. (1990), pp. 287-320.
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AbstractWe wish to measure the evidence that a pair of records relates to the same, rather than different, individuals. The paper emphasizes statistical models which can be fitted to a file of record pairs known to be correctly matched, and then used to estimate likelihood ratios. A number of models are developed and applied to UK immigration statistics. The combination of likelihood ratios for possibly correlated record fields is discussed.
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