Imperial College London

ProfessorDavidHand

Faculty of Natural SciencesDepartment of Mathematics

Senior Research Investigator
 
 
 
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Contact

 

+44 (0)20 7594 2843d.j.hand Website CV

 
 
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Assistant

 

Mrs Louise Rowland +44 (0)20 7594 2843

 
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Location

 

547Huxley BuildingSouth Kensington Campus

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Summary

 

Publications

Publication Type
Year
to

281 results found

Hand DJ, 2004, Measurement theory and practice : the world through quantification, London, Publisher: Arnold, ISBN: 9780340677834

BOOK

Hand, David, 2004, Pattern discovery (Preface), Journal of Applied Statistics, Vol: 31, Pages: 883-884, ISSN: 0266-4763

JOURNAL ARTICLE

McDonald RA, Eckley IA, Hand DJ, 2004, A classifier combination tree algorithm, 10th International Symposium on Structural and Syntactic Pattern Recognition/5th International Conference on Statistical Techniques in Pattern Recognition, Publisher: SPRINGER-VERLAG BERLIN, Pages: 609-617, ISSN: 0302-9743

CONFERENCE PAPER

Mcdonald RA, Hand DJ, Eckley IA, 2004, A multiclass extension to the Brownboost algorithm, INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, Vol: 18, Pages: 905-931, ISSN: 0218-0014

JOURNAL ARTICLE

Bolton RJ, Hand DJ, Webb AR, 2003, Projection techniques for nonlinear principal component analysis, STATISTICS AND COMPUTING, Vol: 13, Pages: 267-276, ISSN: 0960-3174

JOURNAL ARTICLE

Hand DJ, 2003, Statistics and the Theory of Measurement

Just as there are different interpretations of probability, leading to different kinds of inferential statements and different conclusions about statistical models and questions, so there are different theories of measurement, which in turn may lead to different kinds of statistical model and possibly different conclusions. This has led to much confusion and a long running debate about when different classes of statistical methods may legitimately be applied. This paper outlines the major theories of measurement and their relationships and describes the different kinds of models and hypotheses which may be formulated within each theory. One general conclusion is that the domains of applicability of the two major theories are typically different, and it is this which helps apparent contradictions to be avoided in most practical applications.

SCHOLARLY EDITION

Hand DJ, Henley WE, 2003, Statistical Classification Methods in Consumer Credit Scoring: A Review

Credit scoring is the term used to describe formal statistical methods used for classifying applicants for credit into "good" and "bad" risk classes. Such methods have become increasingly important with the dramatic growth in consumer credit in recent years. A wide range of statistical methods has been applied, though the literature available to the public is limited for reasons of commercial confidentiality. Particular problems arising in the credit scoring context are examined and the statistical methods which have been applied are reviewed.

SCHOLARLY EDITION

Hand DJ, Vinciotti V, 2003, Local versus global models for classification problems: Fitting models where it matters, AMERICAN STATISTICIAN, Vol: 57, Pages: 124-131, ISSN: 0003-1305

JOURNAL ARTICLE

Hand DJ, Vinciotti V, 2003, Choosing k for two-class nearest neighbour classifiers with unbalanced classes, PATTERN RECOGNITION LETTERS, Vol: 24, Pages: 1555-1562, ISSN: 0167-8655

JOURNAL ARTICLE

Hand DJ, 2003, Pattern discovery in data mining, Roma, Analisi statistica multivariata per le sceinze economico-sociali, le science naturali e la tecnologia, Publisher: Societ Italialia di Statistica, Pages: 15-26

CONFERENCE PAPER

Hand DJ, 2003, Choosing the right 'optimal' model in supervised classification, Literacia e Estaistica, Actas do X Congresso Anual da Socieda Portugesa de Estatstica, Porto, 25 - 28 September 2002, Pages: 31-41

CONFERENCE PAPER

Hand DJ, 2003, Individual freedom and the choice of umbrella, Kingston, Ontario, Statistics, science and public policy VII : environment, health and globalization : proceedings of the conference on statistics, science and public policy held at Herstmonceux Castle, Hailsham, U.K., 17 - 20 April 2002, Publisher: Queen's University, Pages: 213-218

CONFERENCE PAPER

Hand DJ, 2003, Selling mackerel by the pound, Kingston, Ontario, Statistics, science and public policy VII : environment, health and globalization : proceedings of the conference on statistics, science and public policy held at Herstmonceux Castle, Hailsham, U.K., 17 - 20 April 2002, Publisher: Queen's University, Pages: 67-72

CONFERENCE PAPER

King MD, Crowder MJ, Hand DJ, Harris NG, Williams SR, Obrenovitch TP, Gadian DGet al., 2003, Temporal relation between the ADC and DC potential responses to transient focal ischemia in the rat: A Markov chain Monte Carlo simulation analysis, JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM, Vol: 23, Pages: 677-688, ISSN: 0271-678X

JOURNAL ARTICLE

King M, Crowder MJ, Hand DJ, Harris NG, Williams SR, Obrenovitch TP, Gadian DGet al., 2003, Is there an ADC threshold for depolarisation? An MCMC analysis (Available on CD-ROM), Berkley, CA, 11th annual meeting of the International Society for Magnetic Resonance in Medicine, Toronto, ON, Canada, 10 - 16 July 2003, Publisher: International Society for Magnetic Resonance in Medicine, Pages: 1944-1944

CONFERENCE PAPER

McDonald RA, Hand DJ, Eckley IA, 2003, An empirical comparison of three boosting algorithms on real data sets with artificial class noise, 4th International Workshop on Multiple Clasifier Systems (MCS 2003), Publisher: SPRINGER-VERLAG BERLIN, Pages: 35-44, ISSN: 0302-9743

CONFERENCE PAPER

Till RJ, Hand DJ, 2003, Behavioural models of credit card usage, JOURNAL OF APPLIED STATISTICS, Vol: 30, Pages: 1201-1220, ISSN: 0266-4763

JOURNAL ARTICLE

Yearling D, Hand DJ, 2003, A Bayesian network datamining approach for modelling the physical condition of copper access networks, BT TECHNOLOGY JOURNAL, Vol: 21, Pages: 90-100, ISSN: 1358-3948

JOURNAL ARTICLE

Benton TC, Hand DJ, 2002, Segmentation into predictable classes, IMA Journal of Management Mathematics, Vol: 13, Pages: 245-260, ISSN: 1471-678X

JOURNAL ARTICLE

Bolton RJ, Hand DJ, 2002, Statistical fraud detection: A review, STATISTICAL SCIENCE, Vol: 17, Pages: 235-249, ISSN: 0883-4237

JOURNAL ARTICLE

Bolton RJ, Hand DJ, Adams NM, 2002, Determining hit rate in pattern search, New York, Pattern detection and discovery, ESF exploratory workshop, London, UK, 16 - 19 September, 2002, Publisher: Springer, Pages: 36-48

CONFERENCE PAPER

Denison DGT, Adams NM, Holmes CC, Hand DJet al., 2002, Bayesian partition modelling, Meeting on Nonlinear Methods and data Mining_(NMDM2000), Publisher: ELSEVIER SCIENCE BV, Pages: 475-485, ISSN: 0167-9473

CONFERENCE PAPER

Fayers PM, Hand DJ, 2002, Causal variables, indicator variables and measurement scales: an example from quality of life, JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, Vol: 165, Pages: 233-253, ISSN: 0964-1998

JOURNAL ARTICLE

Fayers PM, Hand DJ, 2002, Causal variables, indicator variables and measurement scales: an example from quality of life (with discussion), Journal of the Royal Statistical Society Series A - Statistics in Society, Vol: 165, Pages: 233-262, ISSN: 0964-1998

JOURNAL ARTICLE

Hand DJ, 2002, Modern data analysis: A clash of paradigms, 24th Annual Conference of the German-Classification-Society, Publisher: SPRINGER-VERLAG BERLIN, Pages: 75-85, ISSN: 1431-8814

CONFERENCE PAPER

Hand DJ, 2002, Pattern detection and discovery, New York, Pattern detection and discovery: ESF Exploratory Workshop, London, UK, 16 - 19 September 2002, Publisher: Springer, Pages: 1-12

CONFERENCE PAPER

Hand DJ, 2002, Discussion and conclusions, Kingston, Ontario, Statistics, science and public policy VI : science and responsibility : proceedings of the conference on statistics, science and public policy held at Herstmonceux Castle, Hailsham, U.K., 18 -21 April 2001, Publisher: Queen's University, Pages: 267-271

CONFERENCE PAPER

Hand DJ, 2002, A discussion of cultures: two or three, Kingston, Ontario, Statistics, science and public policy VI : science and responsibility : proceedings of the conference on statistics, science and public policy held at Herstmonceux Castle, Hailsham, UK., 18 -21 April 2001, Publisher: Queen's University, Pages: 81-83

CONFERENCE PAPER

Hand DJ, 2002, Artificial intelligence, Encyclopedia of environmetrics, Editors: el-Shaarawi, Piegorsch, Chichester, Publisher: Wiley, Pages: 1-6, ISBN: 9780471899976

BOOK CHAPTER

Hand DJ, 2002, Artificial neural networks, Encyclopedia of environmetrics, Editors: el-Shaarawi, Piegorsch, Chichester, Publisher: Wiley, Pages: 1-7, ISBN: 9780471899976

BOOK CHAPTER

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