David Hand (statistician)
David Hand OBE FBA | |
---|---|
Born | David John Hand 30 June 1950 Peterborough, England |
Alma mater | University of Oxford (BA) University of Southampton (PhD) |
Awards | Guy Medal (2002) George Box Medal (2016) |
Scientific career | |
Fields | Statistics Machine learning Data mining Data science Big data[1] |
Institutions | Open University Imperial College London Winton Capital Management[2] |
Thesis | The Classification of Incomplete Vectors (1977) |
Doctoral advisor | Bruce Godfrey Batchelor[3] |
Website | www |
David John Hand
Education
Hand was educated at the
Career and research
Hand served as professor of statistics at the Open University from 1988 until 1999, when he moved to Imperial College London, where he is now[when?] Emeritus Professor of Mathematics. Between 2010 and 2018 he took an extended sabbatical to serve as chief scientific advisor at Winton Capital Management.[2] He served as president of the Royal Statistical Society from 2008 to 2009, then again in 2010 after Bernard Silverman stood down.[9]
Books
Hand has published 31 books, inter alia:
- 2001. Principles of Data Mining[10]
- 2007. Measurement Theory and Practice: the World Through Quantification [11]
- 2014. (with Paul Allin). The Wellbeing of Nations: Meaning, Motive and Measurement. Wiley.[12]
- 2014. The Improbability Principle: Why Coincidences, Miracles and Rare Events Happen All the Time[6]
- 2020. From GDP to Sustainable Wellbeing: Changing Statistics or Changing Lives? [13]
- 2020. Dark Data: Why What You Don't Know Matters[7]
Articles
Hand has published over 300 scientific articles, inter alia:
- Hand D.J. and Henley W.E. (1997) Statistical classification methods in consumer credit scoring: a review. Journal of the Royal Statistical Society, Series A, 160, 523-541[14]
- Hand D.J., Blunt G., Kelly M.G., and Adams N.M. (2000) Data mining for fun and profit. Statistical Science, 15, 111-131[15]
- Hand D.J. and Yu K. (2001) Idiot's Bayes - not so stupid after all? International Statistical Review, 69, 385-398[16]
- Bolton R.J. and Hand D.J. (2002) Statistical fraud detection: a review. Statistical Science, 17, 235-255 [17]
- Hand D.J. (2006) Classifier technology and the illusion of progress (with discussion). Statistical Science, 21, 1-34[18]
- 2008. Top 10 algorithms in data mining[19]
- Hand D.J. (2009) Measuring classifier performance: a coherent alternative to the area under the ROC curve. Machine Learning, 77, 103-123[20]
- Hand D.J. (2018) Statistical challenges of administrative and transaction data (with discussion). Journal of the Royal Statistical Society, Series A, 181, 555-605[21]
Awards and honours
Hand has received various awards for his work, including being elected Honorary Fellow of the Institute of Actuaries in 1999, the Guy Medal in Silver of the Royal Statistical Society in 2002, the IEEE ICDM Outstanding Contributions Award in 2004, the Credit Collections and Risk Award for Contributions to the Credit Industry in 2012, the
In April 2013 until June 2021 he served on the board of the board of the UK Statistics Authority as a non-executive director[24] and served on the European Statistical Advisory Committee, advising the European Commission from 2016 to 2021. He chaired the Administrative Data Research Network from 2014 to 2017 and serves on many other advisory committees, including chairing the Advisory Board of the ONS's Centre for Applied Data Ethics and the National Statistician's Expert User Advisory Committee.
References
- ^ a b David Hand publications indexed by Google Scholar
- ^ doi:10.1093/ww/9780199540884.013.U4000379. (Subscription or UK public library membershiprequired.)
- ^ a b David Hand at the Mathematics Genealogy Project
- ^ a b Prof David Hand Authorised Biography at Debrett's People of Today. Accessed 27 January 2011.
- ^ "Professor David Hand". Imperial College London. Retrieved 27 January 2011.
- ^ ISBN 978-0-374-17534-4
- ^ ISBN 978-0691182377
- EThOS uk.bl.ethos.458058.
- ^ "Past President". The Royal Statistical Society. Archived from the original on 17 March 2012. Retrieved 27 January 2011.
- ISBN 978-0262082907
- ISBN 978-0470685679
- ISBN 978-1-118-48957-4
- ISBN 978-3030530846
- S2CID 18547380.
- JSTOR 2676725.
- JSTOR 1403452.
- .
- S2CID 16325617.
- S2CID 207211591.
- S2CID 126301517.
- ^ "No. 60367". The London Gazette (Supplement). 29 December 2012. p. 11.
- ^ "New Year Honours List 2013 - General List" (PDF). Cabinet Office. Retrieved 29 December 2012.
- ^ "Appointments to the Board of the UK Statistics Authority | Imperial News | Imperial College London". Imperial News. Retrieved 7 June 2019.