D. Hand

PROFILE

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Aliases
David J Hand, David J. Hand, David Hand, D J Hand, D. J. Hand
Publication record
517 papers · 37,050 citations · H-index 68

PAPERS

A Review of the F-Measure: Its History, Properties, Criticism, and Alternatives
2023193 citationsauthor #2
Predictive Modeling: Classiﬁcation
20221 citationsauthor #1
Notes on the H-measure of classifier performance
202118 citationsauthor #1
Assessing and improving classification rules
20210 citationsauthor #1
Trustworthiness of statistical inference
202113 citationsauthor #1
From GDP to Sustainable Wellbeing
20211 citationsauthor #2
Building back better needs better use of statistics
20210 citationsauthor #2
Predictive Modeling: Regression
20210 citationsauthor #1
Dark Data: Why What You Don’t Know Matters
202051 citationsauthor #1
Guest Editorial
20200 citationsauthor #1
F*: an interpretable transformation of the F-measure
2020182 citationsauthor #1
Artificial Intelligence Frontiers in Statistics
202036 citationsauthor #2
Setting the Scene
20200 citationsauthor #2
Inputs and Outputs: Data Science and the Role of Media
20200 citationsauthor #2
Statistics and Public Policy
20201 citationsauthor #2
Validating and Verifying AI Systems
202025 citationsauthor #1
Wider Audiences for New Measures of Progress
20200 citationsauthor #2
Dark data
202045 citationsauthor #1
Conclusion
20200 citationsauthor #2
Using Statistics to Assess Progress
20200 citationsauthor #2
Measurement and Data
20196 citationsauthor #1
Trusted smart statistics: The challenge of extracting usable aggregate information from new data sources
20195 citationsauthor #2
What is the Purpose of Statistical Modelling?
201912 citationsauthor #1
Data Science for Financial Applications
20181 citationsauthor #1
Aspects of Data Ethics in a Changing World: Where Are We Now?
201896 citationsauthor #1
Who told you that? Data provenance, false facts, and how to tell the liars from the truth-tellers
20181 citationsauthor #1
Who told you that?
20185 citationsauthor #1
Evaluating Statistical and Machine Learning Supervised Classification Methods
20184 citationsauthor #1
The Impact of Information Technology
201810 citationsauthor #1
Statistical challenges of administrative and transaction data
2018120 citationsauthor #1
Computer software and examples
20170 citationsauthor #2
Univariate Analysis of Variance
20171 citationsauthor #2
From a System of National Accounts to a Process of National Wellbeing Accounting
201712 citationsauthor #2
Some Simple Analyses
20170 citationsauthor #2
New statistics for old?—measuring the wellbeing of the UK
201776 citationsauthor #2
A note on using the F-measure for evaluating record linkage algorithms
2017247 citationsauthor #1
Some further topics
20170 citationsauthor #2
Two-stage linear models
20170 citationsauthor #2
Editorial: ‘Big data’ and data sharing
20169 citationsauthor #1
The case against a paradigm shift in the way we use data
20160 citationsauthor #1
A note on using the F-measure for evaluating data linkage algorithms
20168 citationsauthor #1
Measurement: A Very Short Introduction—Rejoinder to discussion
201611 citationsauthor #1
Further Statistical Methods
20160 citationsauthor #1
Statistical Challenges in Retail Credit Analysis
20160 citationsauthor #1
Getting the measure of modern life
20150 citationsauthor #2
Big data and data sharing
20154 citationsauthor #1
From evidence to understanding: a commentary on Fisher (1922) ‘On the mathematical foundations of theoretical statistics’
20156 citationsauthor #1
Statistics and computing: the genesis of data science
201555 citationsauthor #1
Wonderful Examples, but Let’s not Close Our Eyes
201417 citationsauthor #1
How to Measure National Wellbeing
20140 citationsauthor #2
Appendix: Sources of Methods and Measures of Wellbeing and Progress
20140 citationsauthor #2
Preparing to Measure National Wellbeing
20140 citationsauthor #2
Measuring Individual Wellbeing
20141 citationsauthor #2
The Wellbeing of Nations: Meaning, Motive and Measurement
201460 citationsauthor #2
A Short History of National Wellbeing and its Measurement
20140 citationsauthor #2
Selection bias in credit scorecard evaluation
201422 citationsauthor #1
The Improbability Principle: Why Incredibly Unlikely Things Keep Happening
20143 citationsauthor #1
“Things which ought to be expected can seem quite extraordinary if you've got the wrong model”
20141 citationsauthor #2
Recent Developments: Towards Economic, Social and Environmental Accounts
20140 citationsauthor #2
Wellbeing Policy and Measurement in the UK
20140 citationsauthor #2
What is National Wellbeing and why Measure it
20140 citationsauthor #2
Never say never.
20143 citationsauthor #1
Nunca digas nunca
20140 citationsauthor #1
A Statistical Guide for the Ethically Perplexed by Lawrence Hubert, Howard Wainer
20130 citationsauthor #1
When is the area under the receiver operating characteristic curve an appropriate measure of classifier performance?
2013106 citationsauthor #1
Inverse Problems and High-Dimensional Estimation: Stats in the Château Summer School, August 31–September 4, 2009 edited by Pierre Alquier, Eric Gautier, Gilles Stoltz
20130 citationsauthor #1
Comparing Groups: Randomization and Bootstrap Methods Using R by Andrew S. Zieffler, Jeffrey R. Harring, Jeffrey D. Long
20133 citationsauthor #1
Graphical Models with R by Søren Højsgaard, David Edwards, Steffen Lauritzen
20130 citationsauthor #1
From Evidence to Understanding: A Precarious Path
20130 citationsauthor #1
Measures of Interobserver Agreement and Reliability, Second Edition by Mohamed M. Shoukri
20130 citationsauthor #1
An Introduction to Model‐Based Survey Sampling with Applications by Raymond L. Chambers, Robert G. Clark
20139 citationsauthor #1
Data, Not Dogma: Big Data, Open Data, and the Opportunities Ahead
201314 citationsauthor #1
Statistical Inference: The Minimum Distance Approach by Ayanendranath Basu, Hiroyuki Shioya, Chanseok Park
20130 citationsauthor #1
Data MiningBased in part on the article “Data mining” by David Hand, which appeared in the Encyclopedia of Environmetrics.
201314 citationsauthor #1
Latent Variable Models and Factor Analysis: A Unified Approach, Third Edition by David J. Bartholomew, Martin Knott, Irini Moustaki
20133 citationsauthor #1
Qualitative Inquiry in Clinical and Educational Settings by Danica G. Hays, Anneliese A. Singh
201313 citationsauthor #1
A Practitioner's Guide to Resampling for Data Analysis, Data Mining, and Modeling by Philip I. Good
20131 citationsauthor #1
Statistical Tools for Measuring Agreement by Lawrence Lin, A. S. Hedayat, Wenting Wu
20130 citationsauthor #1
Probability for Statistics and Machine Learning: Fundamentals and Advanced Topics by Anirban DasGupta
201315 citationsauthor #1
Statistical Evaluation of Diagnostic Performance: Topics in ROC Analysis by Kelly H. Zou, Aiyi Liu, Andriy I. Bandos, Lucila Ohno-Machado, Howard E. Rockette
20132 citationsauthor #1
CASOS: a subspace method for anomaly detection in high dimensional astronomical databases
201319 citationsauthor #2
Classification and Anomaly Detection for Astronomical Survey Data
201313 citationsauthor #3
Living Standards Analytics: Development through the Lens of Household Survey Data by Dominique Haughton, Jonathan Haughton
20133 citationsauthor #1
Introduction to Probability with Texas Hold'em Examples by Frederic Paik Schoenberg
20130 citationsauthor #1
The Foundations of Modern Time Series Analysis by Terence C. Mills
20120 citationsauthor #1
Modern Issues and Methods in Biostatistics by Mark Chang
20120 citationsauthor #1
Exponentially weighted moving average charts for detecting concept drift
2012400 citationsauthor #4
Empirical Model Building: Data, Models, and Reality, Second Edition by James R. Thompson
20121 citationsauthor #1
Strength through synergy
20120 citationsauthor #1
A Historian Looks Back: The Calculus as Algebra and Selected Writings by Judith V. Grabiner
20120 citationsauthor #1
Overcoming selectivity bias in evaluating new fraud detection systems for revolving credit operations
20129 citationsauthor #1
Stochastic Processes by Richard F. Bass
20121 citationsauthor #1
Data mining then, now, and next
20120 citationsauthor #1
Controversial Statistical Issues in Clinical Trials by Shein‐Chung Chow
20120 citationsauthor #1
Knowledge Discovery from Data Streams by João Gama
20121 citationsauthor #1
Statistical Concepts: A Second Course, Fourth Edition by Richard G. Lomax, Debbie L. Hahs‐Vaughn
20128 citationsauthor #1
Who's #1? The science of rating and ranking
2012182 citationsauthor #1
Theoretical Statistics: Topics for a Core Course by Robert W. Keener
20120 citationsauthor #1
Statistical Methods for Trend Detection and Analysis in the Environmental Sciences by Richard Chandler and Marian Scott
20122 citationsauthor #1
Understanding The New Statistics: Effect Sizes, Confidence Intervals, and Meta‐Analysis by Geoff Cumming
201211 citationsauthor #1

TIMELINE

1937 2 citations

1961 0 citations

1962 0 citations

1965 8 citations

1975 6 citations

1978 12 citations

1981 942 citations

1982 2,272 citations

1983 337 citations

1984 73 citations

1985 65 citations

1986 331 citations

1987 384 citations

1988 190 citations

1989 397 citations

1990 850 citations

1991 31 citations

1992 33 citations

1993 517 citations

1994 587 citations

1995 39 citations

1996 766 citations

1997 1,793 citations

1998 738 citations

1999 660 citations

2000 396 citations

2001 8,098 citations

2002 2,635 citations

2003 334 citations

2004 168 citations

2005 629 citations

2006 1,105 citations

2007 6,068 citations

2008 666 citations

2009 2,201 citations

2010 567 citations

2011 613 citations

2012 1,008 citations

2013 215 citations

2014 107 citations

2015 65 citations

2016 28 citations

2017 336 citations

2018 237 citations

2019 23 citations

2020 340 citations

2021 32 citations

2022 1 citations

2023 193 citations

D. Hand

PROFILE

PAPERS

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