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The case for small area microdata

机译:小面积微数据的情况

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摘要

Census data are available in aggregate form for local areas and, through the samples of anonymized records (SARs), as samples of microdata for households and individuals. In 1991 there were two SAR files: a household file and an individual file. These have a high degree of detail on the census variables but little geographical detail, a situation that will be exacerbated for the 2001 SAR owing to the loss of district level geography on the individual SAR. The paper puts forward the case for an additional sample of microdata, also drawn from the census, that has much greater geographical detail. Small area microdata (SAM) are individual level records with local area identifiers and, to maintain confidentiality, reduced detail on the census variables. Population data from seven local authorities, including rural and urban areas, are used to define prototype samples of SAM. The rationale for SAM is given, with examples that demonstrate the rote of local area information in the analysis of census data. Since there is a trade-off between the extent of local detail and the extent of detail on variables that can be made available, the confidentiality risk of SAM is assessed empirically. An indicative specification of the SAM is given, having taken into account the results of the confidentiality analysis.
机译:人口普查数据可以汇总形式用于本地区域,也可以通过匿名记录(SAR)样本获得,作为家庭和个人的微数据样本。 1991年,有两个SAR文件:一个家庭文件和一个个人文件。这些在人口普查变量上具有很高的详细程度,但在地理上却很少,由于单个SAR的地区级地理缺失,这种情况在2001年SAR中将更为严重。该论文提出了另外一个从人口普查中抽取的微观数据样本的理由,该样本具有更大的地理细节。小区域微数据(SAM)是具有本地区域标识符的个人级别记录,并且为了保持机密性,减少了人口普查变量的详细信息。来自包括农村和城市地区在内的七个地方当局的人口数据用于定义SAM的原型样本。给出了SAM的原理,并举例说明了人口普查数据分析中本地信息的死记硬背。由于在局部详细信息的程度和可以提供的变量的详细信息的程度之间要进行权衡,因此将根据经验评估SAM的机密性风险。考虑到机密性分析的结果,给出了SAM的指示性规范。

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