Experiences with R-based data editing systems

Mark P.J. van der Loo (m.vanderloo@cbs.nl)
Statistics Nederland

In this short paper, we review our experiences with building an R-based automated data editing street, pointing out lessons learned in both software applications and user expectations. The lessons include a number of features that will be useful for the further development of our R packages and led to the discovery of a simple but very useful property of reliability weights used in the process of error localization. Finally, we discuss future directions for our data editing software.

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Romanian Statistical Review 2/2015