David J. Hand

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All published works

Action	Title	Year	Authors
+ PDF Chat	David Hand’s contribution to the Discussion of ‘Independent Review of the UK Statistics Authority’ by Denise Lievesley	2024	David J. Hand
+ PDF Chat	Selecting a classification performance measure: matching the measure to the problem	2024	David J. Hand Peter Christen Sumayya Ziyad
+ PDF Chat	Statistical significance and its critics: practicing damaging science, or damaging scientific practice?	2022	Deborah G. Mayo David J. Hand
+ PDF Chat	Trustworthiness of Statistical Inference	2021	David J. Hand
+	Trustworthiness of statistical inference	2021	David J. Hand
+	Building Back Better Needs Better Use of Statistics	2021	Paul Allin David J. Hand
+	Notes on the H-measure of classifier performance	2021	David J. Hand Christoforos Anagnostopoulos
+	Trustworthiness of statistical inference	2021	David J. Hand
+	Inputs and Outputs: Data Science and the Role of Media	2020	Paul Allin David J. Hand
+	Setting the Scene	2020	Paul Allin David J. Hand
+	F*: An Interpretable Transformation of the F-measure	2020	David J. Hand Peter Christen Nishadi Kirielle
+ PDF Chat	Statistical Challenges of Administrative and Transaction Data	2018	David J. Hand
+	Univariate analysis of variance	2017	David J. Hand Martin Crowder
+	Multivariate analysis of variance	2017	David J. Hand Martin Crowder
+	Generalized linear models and maximum quasi-likelihood estimation	2017	David J. Hand Martin Crowder
+	Elementary Statistics	2016	David J. Hand
+	Scientific Method and Statistics	2014	David J. Hand
+	Statistics and Computing	2014	David J. Hand
+	The Improbability Principle: Why Incredibly Unlikely Things Keep Happening	2014	David J. Hand
+	Wonderful Examples, but Let’s not Close Our Eyes	2014	David J. Hand
+ PDF Chat	A better Beta for the H measure of classification performance	2013	David J. Hand Christoforos Anagnostopoulos
+ PDF Chat	A Statistical Guide for the Ethically Perplexed by Lawrence Hubert, Howard Wainer	2013	David J. Hand
+	Introduction to Probability with Texas Hold'em Examples by Frederic Paik Schoenberg	2013	David J. Hand
+	Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics by Anirban DasGupta	2013	David J. Hand
+	An Introduction to Model‐Based Survey Sampling with Applications by Raymond L. Chambers, Robert G. Clark	2013	David J. Hand
+	When is the area under the receiver operating characteristic curve an appropriate measure of classifier performance?	2012	David J. Hand Christoforos Anagnostopoulos
+	Statistical Confidentiality: Principles and Practice by George T. Duncan, Mark Elliot, Juan‐José Salazar‐González	2012	David J. Hand
+	Statistical Concepts: A Second Course, Fourth Edition by Richard G. Lomax, Debbie L. Hahs‐Vaughn	2012	David J. Hand
+	CASOS: a subspace method for anomaly detection in high dimensional astronomical databases	2012	Marc Henrion David J. Hand Axel Gandy D. Mortlock
+	Classification and Anomaly Detection for Astronomical Survey Data	2012	Marc Henrion D. Mortlock David J. Hand Axel Gandy
+	Assessing the Performance of Classification Methods	2012	David J. Hand
+	Principles of Applied Statistics by D. R. Cox and Christl A. Donnelly	2012	David J. Hand
+	Theoretical Statistics: Topics for a Core Course by Robert W. Keener	2012	David J. Hand
+	A Historian Looks Back: The Calculus as Algebra and Selected Writings by Judith V. Grabiner	2012	David J. Hand
+	Controversial Statistical Issues in Clinical Trials by Shein‐Chung Chow	2012	David J. Hand
+	A better Beta for the H measure of classification performance	2012	David J. Hand Christoforos Anagnostopoulos
+	A better Beta for the H measure of classification performance	2012	David J. Hand Christoforos Anagnostopoulos
+	Randomness and Recurrence in Dynamical Systems by Rodney Nillsen	2011	David J. Hand
+ PDF Chat	Exponentially weighted moving average charts for detecting concept drift	2011	Gordon J. Ross Niall M. Adams Dimitris K. Tasoulis David J. Hand
+	Logistic Regression Models by Joseph M. Hilbe	2011	David J. Hand
+ PDF Chat	Discussion of “Bayesian Models and Methods in Public Policy and Government Settings” by S. E. Fienberg	2011	David J. Hand
+	Charming Proofs: A Journey into Elegant Mathematics by Claudi Alsina, Roger B. Nelsen	2011	David J. Hand
+	Statistical Inference: An Integrated Bayesian/Likelihood Approach by Murray Aitkin	2011	David J. Hand
+ PDF Chat	A Bayesian approach to star-galaxy classification	2011	Marc Henrion D. Mortlock David J. Hand Axel Gandy
+	Statistics: An Overview.	2011	David J. Hand
+	Modeling and Analysis of Stochastic Systems, Second Edition by Vidyadhar G. Kulkarni	2010	David J. Hand
+	The Oxford Handbook of Applied Bayesian Analysis edited by Anthony O’Hagan, Mike West	2010	David J. Hand
+	Testing the difference between two Kolmogorov–Smirnov values in the context of receiver operating characteristic curves	2010	W. J. Krzanowski David J. Hand
+	Approximate repeated-measures shrinkage	2010	Adam R. Brentnall M. J. Crowder David J. Hand
+	Statistical Detection and Surveillance of Geographic Clusters	2010	David J. Hand
+	Predicting the amount individuals withdraw at cash machines using a random effects multinomial model	2010	Adam R. Brentnall M. J. Crowder David J. Hand
+ PDF Chat	Bayesian anomaly detection methods for social networks	2010	Nicholas A. Heard David Weston Kiriaki Platanioti David J. Hand
+	The Role of Statistics in Business and Industry by Gerald J. Hahn, Necip Doganaksoy	2010	David J. Hand
+	Statistical Analysis of Network Data: Methods and Models by Eric D. Kolaczyk	2010	David J. Hand
+	Fraud Detection in Telecommunications and Banking: Discussion of Becker, Volinsky, and Wilks (2010) and Sudjianto et al. (2010)	2010	David J. Hand
+ PDF Chat	Outlier detection special issue	2010	Sanjay Chawla David J. Hand Vasant Dhar
+	Likelihood-ratio changepoint features for consumer-behaviour models	2010	Adam R. Brentnall M. J. Crowder David J. Hand
+	The Laws of Coincidence	2010	David J. Hand
+ PDF Chat	Modern Statistics: The Myth and the Magic	2009	David J. Hand
+	Meta Analysis: A Guide to Calibrating and Combining Statistical Evidence by Elena Kulinskaya, Stephan Morgenthaler, Robert G. Staudte	2008	David J. Hand
+	Statistical Analysis and Modelling of Spatial Point Patterns by Janine Illian, Antti Penttinen, Helga Stoyan, Dietrich Stoyan	2008	David J. Hand
+	Analysis of Multivariate Social Science Data, Second Edition by David J. Bartholomew, Fiona Steele, Irini Moustaki, Jane Galbraith	2008	David J. Hand
+	3. Collecting good data	2008	David J. Hand
+	1. Surrounded by statistics	2008	David J. Hand
+	Statistics	2008	David J. Hand
+	Financial Surveillance edited by Marianne Frisén	2008	David J. Hand
+	Online optimization for variable selection in data streams	2008	Christoforos Anagnostopoulos Dimitris K. Tasoulis David J. Hand Niall M. Adams
+	Random Dynamical Systems: Theory and Applications by Rabi Bhattacharya, Mukul Majumdar	2008	David J. Hand
+	Comment	2008	David J. Hand
+ PDF Chat	A Statistical Model for the Temporal Pattern of Individual Automated Teller Machine Withdrawals	2008	Adam R. Brentnall M. J. Crowder David J. Hand
+ PDF Chat	Professor Gopal Kanji's retirement as editor of<b><i>Journal of Applied Statistics</i></b>	2008	M. C. Agrawal Steven B. Caudill S. Chakraborti Norman R. Draper Ian L. Dryden J. Gani Steven G. Gilmour Z. Govindarajulu David J. Hand Philip Hans Franses
+	Matrix Methods in Data Mining and Pattern Recognition by Lars Eldén	2007	David J. Hand
+	Statistical Development of Quality in Medicine by Per Winkel, Nien Fan Zhang	2007	David J. Hand
+ PDF Chat	On Briggs and Zaretzki: The Skill Plot: A Graphical Technique for Evaluating Continuous Diagnostic Tests	2007	David J. Hand
+	The Nature of Statistical Evidence by Bill Thompson	2007	David J. Hand
+	Information Generation : How Data Rules Our World	2006	David J. Hand
+ PDF Chat	Classifier Technology and the Illusion of Progress	2006	David J. Hand
+ PDF Chat	Rejoinder: Classifier Technology and the Illusion of Progress	2006	David J. Hand
+	Statistics and Computing	2005	David J. Hand
+ PDF Chat	How to Lie with Bad Data	2005	Richard D. De Veaux David J. Hand
+	<i>Statistics and Computing</i>	2005	David J. Hand
+	Scientific Method and Statistics	2005	David J. Hand
+	Discriminant Analysis, Linear	2005	David J. Hand
+	How to lie with bad data	2005	Richard D. De Veaux David J. Hand
+	Design of investigations, statistical methods and applications	2005	D. R. Cox David J. Hand Agnes M. Herzberg
+	<i>Statistics and Computing</i>	2004	David J. Hand
+	Two <i>z</i>s are Better than One	2004	Tom Benton David J. Hand Martin Crowder
+ PDF Chat	A Classifier Combination Tree Algorithm	2004	R. Allen McDonald Idris A. Eckley David J. Hand
+ PDF Chat	Strength in Diversity: The Advance of Data Analysis	2004	David J. Hand
+ PDF Chat	Strength in Diversity: The Advance of Data Analysis	2004	David J. Hand
+	Scorecard construction with unbalanced class sizes	2003	Veronica Vinciotti David J. Hand
+	An Empirical Comparison of Three Boosting Algorithms on Real Data Sets with Artificial Class Noise	2003	R. Allen McDonald David J. Hand Idris A. Eckley
+ PDF Chat	Statistical Fraud Detection: A Review	2002	Richard J. Bolton David J. Hand
+	Modelling consumer credit risk	2001	David J. Hand
+	Ten More Years of Error Rate Research	2000	Rosa A. Schiavo David J. Hand
+	Data Mining	2000	David J. Hand
+	Defining attributes for scorecard construction in credit scoring	2000	David J. Hand Niall M. Adams
+	Adjusted estimation for the combination of classifiers	2000	Bart Mertens David J. Hand
+	Construction and Assessment of Classification Rules	1999	Mark R. Wade David J. Hand
+	J. Douglas Carroll and Paul E. Green, with contributions by A. Chaturvedi, Mathematical Tools for Applied Multivariate Analysis, San Diego: Academic Press, 1997, pp. 376.	1999	David J. Hand
+	Finding 'superclassifications' with an acceptable misclassification rate	1999	Paul C. Taylor David J. Hand
+ PDF Chat	Breaking Misconceptions-statistics and its Relationship to Mathematics	1998	David J. Hand
+	Discriminant analysis when the classes arise from a continuum	1998	David J. Hand Jonathan Oliver A. D. Lunn
+	ASSESSING ERROR RATE ESTIMATORS: THE LEAVE‐ONE‐OUT METHOD RECONSIDERED	1997	W. J. Krzanowski David J. Hand
+	Predicting multivariate responses in multiple linear regression - Discussion	1997	Paul H. Garthwaite Philip J. Brown David J. Hand Svante Wold David L. Cox James V. Zidek Cajo J. F. ter Braak M. Stone Rachel Brooks C.E. Goutis
+	Biased Methods of Discrimination in High Dimensions: A Comparative Assessment	1997	Bart Mertens David J. Hand
+	Review of Two Collections of Data for Use in a First Course in Statistics	1996	Robert W. Hayden Snigdhansu Chatterjee Mark S. Handcock Jeffrey S. Simonoff David J. Hand F. Daly A. D. Lunn Kevin McConway E. Ostrowski
+	Statistics and the Theory of Measurement	1996	David J. Hand
+	Continuous non-normal measures: Gaussian estimation	1996	David J. Hand Martin Crowder
+	Generalized linear models and maximum quasi-likelihood estimation	1996	David J. Hand Martin Crowder
+	Multivariate analysis of variance	1996	David J. Hand Martin Crowder
+	Univariate analysis of variance	1996	David J. Hand Martin Crowder
+	Improving the Quality of Statistics in Psychiatric Research	1995	David J. Hand Pak C. Sham
+	An Episode in the History of Measurement	1995	David J. Hand
+	Statistical Expert Systems	1994	David J. Hand
+	Deconstructing Statistical Questions	1994	David J. Hand
+	Assessing classification rules	1994	David J. Hand
+	The Data Sets	1994	David J. Hand F. Daly A. D. Lunn Kevin McConway E. Ostrowski
+	Inference about rejected cases in discriminant analysis	1994	David J. Hand William Henley
+	On Comparing Two Treatments	1992	David J. Hand
+	A History of Probability and Statistics and their Applications before 1750.	1992	David J. Hand A. Hald
+	A Monte Carlo study of the 632 bootstrap estimator of error rate	1991	Garrett M. Fitzmaurice W. J. Krzanowski David J. Hand
+	What should future statistical software look like?	1991	Yadolah Dodge David J. Hand
+	Multivariate Analysis of Variance and Repeated Measures: A Practical Approach for Behavioral Science	1991	Patrick L. Brockett Linda L. Golden David J. Hand Charles Taylor
+	Practical experience in developing statistical knowledge enhancement systems	1990	David J. Hand
+	Multivariate Analysis of Variance and Repeated Measures: A Practical Approach for Behavioural Scientists	1990	Beth Dawson‐Saunders David J. Hand Charles Taylor
+	Emergent Themes in Statistical Expert Systems	1990	David J. Hand
+	The Statistical Consultant in Action.	1988	Gordon Cook David J. Hand Barry J. Everitt
+	The Statistical Consultant in Action.	1988	Derek Bissell David J. Hand Barry J. Everitt
+	A comparison of two average conditional error rate estimators	1987	Garrett M. Fitzmaurice David J. Hand
+	Statistical consultancy	1987	David J. Hand Barry J. Everitt
+	The Statistical Consultant in Action	1987	David J. Hand B. S. Everitt
+	Recent advances in error rate estimation	1986	David J. Hand
+	An optimal error rate estimator based on average conditional error rate: Asymptotic results	1986	David J. Hand
+	Multivariate analysis of variance for behavioural scientists	1986	David J. Hand Charles Taylor
+	Estimating class sizes by adjusting fallible classifier results	1986	David J. Hand
+	Expert Systems in Statistics	1984	David J. Hand
+	A Comparison of Two Methods of Discriminant Analysis Applied to Binary Data	1983	David J. Hand
+	67.11 An applicable theorem in matrix algebra	1983	David J. Hand
+	Mixtures of normal distributions	1981	B. S. Everitt David J. Hand
+	Mixtures of exponential and other continuous distributions	1981	B. S. Everitt David J. Hand
+	ON THE GRAPHICAL ANALYSIS OF PDF ESTIMATORS FOR PATTERN RECOGNITION	1975	B.G. Batchelor David J. Hand
+	PRELIMINARY NOTE ON THE CLASSIFICATION OF VECTORS WITH SOME UNKNOWN DESCRIPTORS	1975	B.G. Batchelor David J. Hand

Common Coauthors

Coauthor	Papers Together
Martin Crowder	8
Christoforos Anagnostopoulos	6
Charles Taylor	4
Adam R. Brentnall	4
M. J. Crowder	4
Marc Henrion	3
B. S. Everitt	3
W. J. Krzanowski	3
Barry J. Everitt	3
Paul Allin	3
Axel Gandy	3
Niall M. Adams	3
A. D. Lunn	3
D. Mortlock	3
Bart Mertens	2
Dimitris K. Tasoulis	2
Idris A. Eckley	2
R. Allen McDonald	2
F. Daly	2
B.G. Batchelor	2
Kevin McConway	2
Peter Christen	2
E. Ostrowski	2
Richard D. De Veaux	2
Garrett M. Fitzmaurice	2
William Henley	1
Sadao Tomizawa	1
Michael C. Jones	1
S. Chakraborti	1
Ian L. Dryden	1
Inge S. Helland	1
Nicholas A. Heard	1
Steven G. Gilmour	1
Rachel Brooks	1
Geoffrey J. McLachlan	1
R. B. Southworth	1
Philip J. Brown	1
Jeffrey S. Simonoff	1
Raghu N. Kacker	1
Rosa A. Schiavo	1
Philip Hans Franses	1
Gordon J. Ross	1
Nishadi Kirielle	1
Tom Benton	1
Yadolah Dodge	1
Henry P. Wynn	1
Vasant Dhar	1
David Weston	1
Richard J. Bolton	1
R. Viveros	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Construction and Assessment of Classification Rules	1999	Mark R. Wade David J. Hand	11
+	Bibliography on estimation of misclassification	1974	Godfried Toussaint	5
+	Deconstructing Statistical Questions	1994	David J. Hand	5
+	Recent advances in error rate estimation	1986	David J. Hand	5
+	Assessing the Performance of Classification Methods	2012	David J. Hand	4
+	The Statistical Evaluation of Medical Tests for Classification and Prediction	2003	Margaret S. Pepe	4
+	Estimating the Error Rate of a Prediction Rule: Improvement on Cross-Validation	1983	Bradley Efron	4
+	The Statistical Evaluation of Medical Tests for Classification and Prediction	2005	Margaret S. Pepe	4
+	Statistical Methods in Diagnostic Medicine	2011	Xiao‐Hua Zhou Nancy A. Obuchowski Donna K. McClish	4
+ PDF Chat	Classifier Technology and the Illusion of Progress	2006	David J. Hand	4
+	Discriminant Analysis	1975	Carl J. Huberty	4
+	Nonparametric Bayes error estimation using unclassified samples	1973	Keinosuke Fukunaga David Kessell	3
+	How to Lie with Statistics	1954	Darrell Huff Irving Geis	3
+	Statistics in Society: Problems Unsolved and Unformulated	1981	William Kruskal	3
+ PDF Chat	Analysis of Systematic Effects and Statistical Uncertainties in Angular Clustering of Galaxies from Early Sloan Digital Sky Survey Data	2002	Ryan Scranton David Johnston Scott Dodelson Joshua A. Frieman Andrew J. Connolly Daniel J. Eisenstein James E. Gunn Lam Hui Bhuvnesh Jain S. Kent	3
+ PDF Chat	The UKIRT Infrared Deep Sky Survey (UKIDSS)	2007	A.B. Lawrence S. J. Warren O. Almaini A. C. Edge N. C. Hambly R. F. Jameson P. W. Lucas M. Casali A. J. Adamson S. Dye	3
+	Statistical Analysis With Missing Data	1989	Maureen Lahiff Roderick J. A. Little Donald B. Rubin	3
+ PDF Chat	The WFCAM Science Archive	2008	N. C. Hambly R. Collins N. J. G. Cross Robert G. Mann M. A. Read E. Sutorius I. A. Bond Julia J. Bryant J. P. Emerson A. Lawrence	3
+	Statistical Methods in Diagnostic Medicine	2002	Xiao‐Hua Zhou Nancy A. Obuchowski Donna K. McClish	3
+ PDF Chat	Statistical Modeling: The Two Cultures (with comments and a rejoinder by the author)	2001	Leo Breiman	3
+ PDF Chat	A Statistical Model for the Temporal Pattern of Individual Automated Teller Machine Withdrawals	2008	Adam R. Brentnall M. J. Crowder David J. Hand	3
+	None	1997	Jerome H. Friedman	3
+ PDF Chat	Statistical Fraud Detection: A Review	2002	Richard J. Bolton David J. Hand	3
+ PDF Chat	Statistical Challenges of Administrative and Transaction Data	2018	David J. Hand	3
+ PDF Chat	Philosophy and the practice of Bayesian statistics	2012	Andrew Gelman Cosma Rohilla Shalizi	3
+ PDF Chat	Principles of Statistical Inference	2006	David Cox	3
+	Statistical Errors in Papers in the British Journal of Psychiatry	1979	Susan J. White	3
+	<i>Outliers in Statistical Data</i>	1979	V. Barnett T. Lewis Francine Abeles	3
+	Additive estimators for probabilities of correct classification	1978	Ned Glick	3
+ PDF Chat	The Sloan Digital Sky Survey: Technical Summary	2000	Donald G. York Jennifer Adelman John E. Anderson Scott F. Anderson James Annis Neta A. Bahcall Jon Arne Bakken Robert H. Barkhouser Steven Bastian Eileen Berman	3
+	Statistics	2008	David J. Hand	3
+ PDF Chat	The UKIRT Infrared Deep Sky Survey ZY JHK photometric system: passbands and synthetic colours	2006	P. C. Hewett S. J. Warren S. K. Leggett S. T. Hodgkin	2
+ PDF Chat	A Census of Object Types and Redshift Estimates in the SDSS Photometric Catalog from a Trained Decision Tree Classifier	2005	A. A. Suchkov R. J. Hanisch B. Margon	2
+ PDF Chat	The Interplay of Bayesian and Frequentist Analysis	2004	M. J. Bayarri James O. Berger	2
+	Measurement scales and statistics: A clash of paradigms.	1986	Joel Michell	2
+	Error-Rate Estimation in Discriminant Analysis	1985	Judith Tama Page	2
+	Classification Error Rate Estimators Evaluated by Unconditional Mean Squared Error	1984	Steven Snapinn James D. Knoke	2
+ PDF Chat	Galaxy Zoo: morphologies derived from visual inspection of galaxies from the Sloan Digital Sky Survey<sup>★</sup>	2008	Chris Lintott Kevin Schawinski Anže Slosar Kate Land S. P. Bamford D. Thomas M. Jordan Raddick R. C. Nichol Alexander S. Szalay Dan Andreescu	2
+	Predicting the amount individuals withdraw at cash machines using a random effects multinomial model	2010	Adam R. Brentnall M. J. Crowder David J. Hand	2
+	Measurement Theory and Practice: The World Through Quantification	2005	B. D. McCullough	2
+ PDF Chat	Galaxy Number Counts from the Sloan Digital Sky Survey Commissioning Data	2001	Naoki Yasuda M. Fukugita Vijay K. Narayanan Robert H. Lupton Iskra Strateva Michael A. Strauss Željko Ivezić Rita S. J. Kim David W. Hogg David H. Weinberg	2
+ PDF Chat	Robust Machine Learning Applied to Astronomical Data Sets. I. Star‐Galaxy Classification of the Sloan Digital Sky Survey DR3 Using Decision Trees	2006	Nicholas M. Ball Robert J. Brunner Adam D. Myers David Tcheng	2
+	The Case of the Indians and the Teen-Age Widows	1962	Ansley J. Coale Frederick F. Stephan	2
+	Latent Variable Models and Factor Analysis	1989	Kikumi K. Tatsuoka David J. Bartholomew	2
+	Classification Error for a Very Large Number of Classes	1984	Keinosuke Fukunaga Thomas E. Flick	2
+ PDF Chat	Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)	2000	Jerome H. Friedman Trevor Hastie Robert Tibshirani	2
+	An Evaluation of Smoothed Classification Error – Rate Estimators	1985	Steven Snapinn James D. Knoke	2
+ PDF Chat	Ascent-Based Monte Carlo Expectation– Maximization	2005	Brian Caffo Wolfgang Jank Galin L. Jones	2
+ PDF Chat	A Statistical Derivation of the Significant-Digit Law	1995	Theodore P. Hill	2
+	Meaningful inference: The role of measurement in statistics.	1989	Wm Wren Stine	2