Download PDF by Thomas N. Herzog,Fritz J. Scheuren,William E. Winkler: Data Quality and Record Linkage Techniques

By Thomas N. Herzog,Fritz J. Scheuren,William E. Winkler

This publication bargains a pragmatic knowing of concerns focused on enhancing information caliber via modifying, imputation, and checklist linkage. the 1st a part of the publication offers with equipment and versions, targeting the Fellegi-Holt edit-imputation version, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter list linkage version. the second one half offers case stories during which those recommendations are utilized in a number of components, together with loan warrantly coverage, scientific, biomedical, street safeguard, and social coverage in addition to the development of checklist frames and administrative lists. This e-book deals a mix of functional suggestion, mathematical rigor, administration perception and philosophy.

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Thomas N. Herzog,Fritz J. Scheuren,William E. Winkler's Data Quality and Record Linkage Techniques PDF

This ebook bargains a realistic figuring out of matters eager about bettering facts caliber via modifying, imputation, and checklist linkage. the 1st a part of the e-book offers with tools and types, targeting the Fellegi-Holt edit-imputation version, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter list linkage version.

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Data Quality and Record Linkage Techniques by Thomas N. Herzog,Fritz J. Scheuren,William E. Winkler


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