Estimation of a linear regression under microaggregation with the response variable as a sorting variable
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چکیده
منابع مشابه
www.econstor.eu Estimation of a Linear Regression under Microaggregation with the Response Variable as a Sorting Variable
Microaggregation is one of the most frequently applied statistical disclosure control techniques for continuous data. The basic principle of microaggregation is to group the observations in a data set and to replace them by their corresponding group means. However, while reducing the disclosure risk of data files, the technique also affects the results of statistical analyses. The paper deals w...
متن کاملEstimation of a Linear Regression under Microaggregation with the Response Variable as a Sorting Variable
Microaggregation is one of the most frequently applied statistical disclosure control techniques for continuous data. The basic principle of microaggregation is to group the observations in a data set and to replace them by their corresponding group means. However, while reducing the disclosure risk of data files, the technique also affects the results of statistical analyses. The paper deals w...
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A problem statistical offices are increasingly faced with is guaranteeing confidentiality when releasing microdata sets. One method to provide safe microdata to is to reduce the information content of a data set by means of masking procedures. A widely discussed masking procedure is microaggregation, a technique where observations are grouped and replaced with their corresponding group means. H...
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ژورنال
عنوان ژورنال: Statistica Neerlandica
سال: 2007
ISSN: 0039-0402,1467-9574
DOI: 10.1111/j.1467-9574.2007.00366.x