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Methods for estimating missing data on migrants in the 1991 British census

Methods for estimating missing data on migrants in the 1991 British census This paper discusses the use of suppression to protect data in the Special Migration Statistics, a dataset produced from the 1991 Census, and argues that this procedure prevents accurate analysis of the data. A computer program is described that uses a series of methods to "recover' data which were suppressed, and to estimate those parts of the data which cannot be recovered. A process termed logical data patching is used to recover data, while a technique termed integer fitting is introduced to estimate the remaining suppressed parts of the dataset. The latter process uses a familiar iterative proportional fitting procedure, coupled with an innovative three‐way controlled rounding procedure in order to generate integer‐only tables which are consistent with all available totals. The program has been used to recover and estimate data successfully, and results include sample tables of migrants between types of districts by ethnicity. © 1997 John Wiley & Sons, Ltd. http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png International Journal of Population Geography Wiley

Methods for estimating missing data on migrants in the 1991 British census

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Publisher
Wiley
Copyright
Copyright © 1997 Wiley Subscription Services, Inc., A Wiley Company
ISSN
1077-3495
eISSN
1099-1220
DOI
10.1002/(SICI)1099-1220(199712)3:4<323::AID-IJPG74>3.0.CO;2-Z
pmid
12348439
Publisher site
See Article on Publisher Site

Abstract

This paper discusses the use of suppression to protect data in the Special Migration Statistics, a dataset produced from the 1991 Census, and argues that this procedure prevents accurate analysis of the data. A computer program is described that uses a series of methods to "recover' data which were suppressed, and to estimate those parts of the data which cannot be recovered. A process termed logical data patching is used to recover data, while a technique termed integer fitting is introduced to estimate the remaining suppressed parts of the dataset. The latter process uses a familiar iterative proportional fitting procedure, coupled with an innovative three‐way controlled rounding procedure in order to generate integer‐only tables which are consistent with all available totals. The program has been used to recover and estimate data successfully, and results include sample tables of migrants between types of districts by ethnicity. © 1997 John Wiley & Sons, Ltd.

Journal

International Journal of Population GeographyWiley

Published: Dec 1, 1997

Keywords: ; ; ; ;

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