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Statistical challenges of administrative and transaction data

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Title: Statistical challenges of administrative and transaction data
Authors: Hand, DJ
Item Type: Journal Article
Abstract: Administrative data are becoming increasingly important. They are typically the side effect of some operational exercise and are often seen as having significant advantages over alternative sources of data. Although it is true that such data have merits, statisticians should approach the analysis of such data with the same cautious and critical eye as they approach the analysis of data from any other source. The paper identifies some statistical challenges, with the aim of stimulating debate about and improving the analysis of administrative data, and encouraging methodology researchers to explore some of the important statistical problems which arise with such data.
Issue Date: 1-Jun-2018
Date of Acceptance: 1-Feb-2018
URI: http://hdl.handle.net/10044/1/61527
DOI: https://dx.doi.org/10.1111/rssa.12315
ISSN: 0964-1998
Publisher: Wiley
Start Page: 555
End Page: 578
Journal / Book Title: Journal of the Royal Statistical Society Series A: Statistics in Society
Volume: 181
Issue: 3
Copyright Statement: © 2018 Royal Statistical Society. This is the accepted version of the following article: J. R. Statist. Soc. A (2018) 181, Part 3, pp. 555–605, which has been published in final form at https://dx.doi.org/10.1111/rssa.12315
Keywords: Social Sciences
Science & Technology
Physical Sciences
Social Sciences, Mathematical Methods
Statistics & Probability
Mathematical Methods In Social Sciences
Mathematics
'Big data'
Data quality
Management data
Operational data
Repurposed data
INFERENCE
SELECTION
ONLINE
MODELS
0104 Statistics
1403 Econometrics
Publication Status: Published
Online Publication Date: 2018-02-09
Appears in Collections:Mathematics
Statistics
Faculty of Natural Sciences



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