Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data

Among Caribbean statistical offices, there is widespread awareness of the issue of statistical confidentiality which has often led to quite strong restrictions on the availability of detailed and disaggregated census tables. In North America, Europe, Australia and New Zealand, statistical offices us...

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Autor principal:	Jones, Francis
Formato:	Texto
Lenguaje:	English
Publicado:	ECLAC 2021
Materias:	CENSOS DE POBLACION CENSOS DE VIVIENDA DATOS ESTADISTICOS ACCESO A LA INFORMACION METODOLOGIA ESTADISTICA REDATAM POPULATION CENSUSES HOUSING CENSUSES STATISTICAL DATA ACCESS TO INFORMATION STATISTICAL METHODOLOGY
Acceso en línea:	http://hdl.handle.net/11362/46628
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id	oai-11362-46628
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spelling	oai-11362-466282021-02-22T18:44:37Z Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data Jones, Francis CENSOS DE POBLACION CENSOS DE VIVIENDA DATOS ESTADISTICOS ACCESO A LA INFORMACION METODOLOGIA ESTADISTICA REDATAM POPULATION CENSUSES HOUSING CENSUSES STATISTICAL DATA ACCESS TO INFORMATION STATISTICAL METHODOLOGY REDATAM Among Caribbean statistical offices, there is widespread awareness of the issue of statistical confidentiality which has often led to quite strong restrictions on the availability of detailed and disaggregated census tables. In North America, Europe, Australia and New Zealand, statistical offices use disclosure control methods, particularly methods involving some form of data perturbation, to safely publish detailed and disaggregated census tables. These methods are not used in the Caribbean (or Latin America) but could safely facilitate the release of much more detailed census tables than has hitherto been possible in many Caribbean countries. This study reviews the problem of statistical disclosure control for census tables and international best practice, focusing particularly on the use of perturbative methods; it carries out comparative analysis and testing of the cell perturbation method and random rounding methods; and recommends that these methods should be made available to statistical offices through the REDATAM software. Abstract .-- Introduction .-- I. Statistical disclosure control for census tables .-- II. A review of SDC methods for census tables and international best practice .-- III. Comparative analysis and testing of methods .-- IV. Implementation of disclosure control functionality in redatam .-- V. Conclusions. 2021-02-02T12:46:09Z 2021-02-02T12:46:09Z 2021-01-29 Texto Documento Completo http://hdl.handle.net/11362/46628 LC/TS.2020/159 LC/CAR/TS.2020/6 en Studies and Perspectives Series – The Caribbean 96 .pdf application/pdf CARIBE CARIBBEAN REGION ECLAC
institution	Cepal
collection	Cepal
language	English
topic	CENSOS DE POBLACION CENSOS DE VIVIENDA DATOS ESTADISTICOS ACCESO A LA INFORMACION METODOLOGIA ESTADISTICA REDATAM POPULATION CENSUSES HOUSING CENSUSES STATISTICAL DATA ACCESS TO INFORMATION STATISTICAL METHODOLOGY REDATAM
spellingShingle	CENSOS DE POBLACION CENSOS DE VIVIENDA DATOS ESTADISTICOS ACCESO A LA INFORMACION METODOLOGIA ESTADISTICA REDATAM POPULATION CENSUSES HOUSING CENSUSES STATISTICAL DATA ACCESS TO INFORMATION STATISTICAL METHODOLOGY REDATAM Jones, Francis Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
description	Among Caribbean statistical offices, there is widespread awareness of the issue of statistical confidentiality which has often led to quite strong restrictions on the availability of detailed and disaggregated census tables. In North America, Europe, Australia and New Zealand, statistical offices use disclosure control methods, particularly methods involving some form of data perturbation, to safely publish detailed and disaggregated census tables. These methods are not used in the Caribbean (or Latin America) but could safely facilitate the release of much more detailed census tables than has hitherto been possible in many Caribbean countries. This study reviews the problem of statistical disclosure control for census tables and international best practice, focusing particularly on the use of perturbative methods; it carries out comparative analysis and testing of the cell perturbation method and random rounding methods; and recommends that these methods should be made available to statistical offices through the REDATAM software.
format	Texto
author	Jones, Francis
author_facet	Jones, Francis
author_sort	Jones, Francis
title	Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
title_short	Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
title_full	Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
title_fullStr	Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
title_full_unstemmed	Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data
title_sort	statistical disclosure control for caribbean census tables: a proposal to expand the availability of disaggregated census data
publisher	ECLAC
publishDate	2021
url	http://hdl.handle.net/11362/46628
work_keys_str_mv	AT jonesfrancis statisticaldisclosurecontrolforcaribbeancensustablesaproposaltoexpandtheavailabilityofdisaggregatedcensusdata
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Statistical disclosure control for Caribbean census tables: A proposal to expand the availability of disaggregated census data

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