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

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

This publication deals a realistic knowing of matters fascinated with enhancing facts caliber via enhancing, imputation, and checklist linkage. the 1st a part of the ebook bargains with tools and types, 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 options are utilized in a number of components, together with loan warrantly coverage, clinical, biomedical, street safeguard, and social assurance in addition to the development of record frames and administrative lists. This e-book bargains a mix of functional suggestion, mathematical rigor, administration perception and philosophy.

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Data Quality and Record Linkage Techniques

This publication deals a realistic knowing of concerns fascinated about bettering info caliber via enhancing, imputation, and list linkage. the 1st a part of the ebook offers with tools and types, concentrating on the Fellegi-Holt edit-imputation version, the Little-Rubin multiple-imputation scheme, and the Fellegi-Sunter list linkage version.

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