Publications
314 results found
Hand DJ, 2004, Propose vote of thanks for 'Clustering objects on subsets of attributes' by J.H.Friedman and J.J.Meulman (Review), Journal of the Royal Statistical Society Series B - Statistical Methodology, Vol: 66, Pages: 839-840, ISSN: 1369-7412
Hand DJ, 2004, Strength in diversity: the advance of data analysis, Berlin, Knowledge Discovery in DataBases, PKDD 2004, Publisher: Springer-Verlag Berlin, Pages: 18-26
Hand, David, 2004, Pattern discovery (Preface), Journal of Applied Statistics, Vol: 31, Pages: 883-884, ISSN: 0266-4763
Adams NM, Crowder MJ, Hand DJ, et al., 2004, Methods and models in statistics: in honour of Professor John Nelder, FRS, London, Publisher: Imperial College Press, ISBN: 9781860944635
Till RJ, Hand DJ, 2003, Behavioural models of credit card usage, JOURNAL OF APPLIED STATISTICS, Vol: 30, Pages: 1201-1220, ISSN: 0266-4763
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- Citations: 11
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.
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.
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
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- Citations: 13
King MD, Crowder MJ, Hand DJ, et 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
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- Citations: 4
Hand DJ, Vinciotti V, 2003, Choosing <i>k</i> for two-class nearest neighbour classifiers with unbalanced classes, PATTERN RECOGNITION LETTERS, Vol: 24, Pages: 1555-1562, ISSN: 0167-8655
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- Citations: 52
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
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- Citations: 52
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
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
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
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
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
King M, Crowder MJ, Hand DJ, et 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
McDonald RA, Hand DJ, Eckley IA, 2003, An empirical comparison of three boosting algorithms on real data sets with artificial class noise, Berlin, Multiple classifier systems, 4th international workshop, MCS 2003, Guildford, UK, 11 -13 June 2003: proceedings, Publisher: Springer, Pages: 35-44
Bolton RJ, Hand DJ, 2002, Statistical fraud detection: A review, STATISTICAL SCIENCE, Vol: 17, Pages: 235-249, ISSN: 0883-4237
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- Citations: 578
Provost F, Breiman L, Bolton RJ, et al., 2002, Statistical fraud detection: A review - Comments and rejoinders, STATISTICAL SCIENCE, Vol: 17, Pages: 249-255, ISSN: 0883-4237
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- Citations: 9
Li HG, Hand DJ, 2002, Direct versus indirect credit scoring classifications, JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, Vol: 53, Pages: 647-654, ISSN: 0160-5682
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- Citations: 9
Denison DGT, Adams NM, Holmes CC, et al., 2002, Bayesian partition modelling, Meeting on Nonlinear Methods and data Mining_(NMDM2000), Publisher: ELSEVIER SCIENCE BV, Pages: 475-485, ISSN: 0167-9473
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- Citations: 28
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
Hand DJ, Kelly MG, 2002, Superscorecards, IMA Journal of Management Mathematics, Vol: 13, Pages: 273-282, ISSN: 1471-678X
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
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
Benton TC, Hand DJ, 2002, Segmentation into predictable classes, IMA Journal of Management Mathematics, Vol: 13, Pages: 245-260, ISSN: 1471-678X
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
Vinciotti V, Hand DJ, 2002, Scorecard construction with unbalanced class sizes, Journal of Iranian Statistical Society, Vol: 2, Pages: 189-205
Hand DJ, 2002, Artificial intelligence, Encyclopedia of environmetrics, Editors: el-Shaarawi, Piegorsch, Chichester, Publisher: Wiley, Pages: 1-6, ISBN: 9780471899976
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