Discussion on the paper by David Hand: “Statistical Challenges of administrative and transaction data”

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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.

Original languageEnglish
Pages (from-to)593
JournalJournal of the Royal Statistical Society. Series A: Statistics in Society
Volume181
Issue number3
DOIs
Publication statusPublished - 9 Feb 2018

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Transactions
transaction
statistician
Transaction data
Administrative data
Exercise
Methodology
Alternatives
methodology
Side effects

Cite this

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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.",
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