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Curriculum Vitae Anthony Marley, PhD Research Professor Institute for Choice University of South Australia Business Address: Level 13, 140 Arthur Street North Sydney NSW 2060 Australia Professor Marley is an internationally recognised scholar in mathematical psychology who has made a significant contribution to the mathematical behavioural and social sciences. He has been involved in much international collaboration with academics in psychology, mathematics, statistics, marketing and political science, resulting in publications in psychophysics, utility theory, probabilistic choice and measurement theory and methods. Professor Marley was the Head of the Psychology Department at Magill University in Canada, long regarded as a leader in psychology. He wrote the well‐received Choice, Decision and Measurement: Essays in Honour of R. Duncan Luce (Erlbaum 1997) and co‐authored Behavioural Social Science (Cambridge University Press 2006), which has impacted on theoretical and empirical studies of the aggregation of individual preferences. Professor Marley has been President of the Society for Mathematical Psychology and Editor of the Journal of Mathematical Psychology. AREAS OF EXPERTISE Professor Marley’s current research interests are mathematical and computational models of perception and cognition and their empirical study. In particular: stochastic models of choice and response time in psychophysics and preference; characterization problems in the mathematical social sciences; behavioral decision theory; utility theory; discrete choice (theory and application). PROFESSIONAL EXPERIENCE Editorial Board, Journal of Mathematical Psychology, 1978‐2008. Editorial Advisory Board, Journal of Mathematical Psychology. 2008‐2010, 2014‐. Editor (with C. Davis‐Stober, R. Steingrimsson). Special Issue(s) of the Journal of Mathematical Psychology in Honor of R. Duncan Luce. Program Committee Member, International Choice Modelling Conference, Sydney, July 3‐5, 2013. Program Committee (with M. E. J. Masson), 17th Annual Meeting of the Canadian Society for Brain, Behavior and Cognitive Science, University of Victoria, June 15‐17, 2007. Reviewer for various granting agencies, especially Natural Science and Engineering Research Council (Canada), National Science Foundation (USA). Editorial Consultant for many journals including: Journal of Mathematical Psychology, Mathematical Social Sciences, Perception and Psychophysics, Psychological Review, Psychometrika, Theory and Decision. Organizer with R. D. Luce (UC Irvine) of Empirical Tests of Contemporary Utility Theories. Invited Symposium, XXIX International Congress of Psychology 2008 Berlin July 20‐25, 2008. Organizer with Hans Colonius (Oldenburg) of Intensive Program 2002. XVIII European Seminar on Mathematical Psychology. Psychological Models of Response Time and Choice. Stade, January 21‐25, 2002. Training Workshop for 40 (graduate) students from throughout Europe. Member, 2000‐2003, of the 4‐person Selection Committee for the $100,000 David E. Rumelhart Prize for Version: January 2017 1
Transcript

Curriculum Vitae Anthony Marley, PhD Research Professor Institute for Choice

University of South Australia Business Address: Level 13, 140 Arthur Street North Sydney NSW 2060 Australia Professor Marley is an internationally recognised scholar in mathematical psychology who has made a significant contribution to the mathematical behavioural and social sciences. He has been involved in much international collaboration with academics in psychology, mathematics, statistics, marketing and political science, resulting in publications in psychophysics, utility theory, probabilistic choice and measurement theory and methods. Professor Marley was the Head of the Psychology Department at Magill University in Canada, long regarded as a leader in psychology. He wrote the well‐received Choice, Decision and Measurement: Essays in Honour of R. Duncan Luce (Erlbaum 1997) and co‐authored Behavioural Social Science (Cambridge University Press 2006), which has impacted on theoretical and empirical studies of the aggregation of individual preferences. Professor Marley has been President of the Society for Mathematical Psychology and Editor of the Journal of Mathematical Psychology.

AREAS OF EXPERTISE Professor Marley’s current research interests are mathematical and computational models of perception and cognition and their empirical study. In particular: stochastic models of choice and response time in psychophysics and preference; characterization problems in the mathematical social sciences; behavioral decision theory; utility theory; discrete choice (theory and application).

PROFESSIONAL EXPERIENCE Editorial Board, Journal of Mathematical Psychology, 1978‐2008.

Editorial Advisory Board, Journal of Mathematical Psychology. 2008‐2010, 2014‐.

Editor (with C. Davis‐Stober, R. Steingrimsson). Special Issue(s) of the Journal of Mathematical Psychology in Honor of R. Duncan Luce.

Program Committee Member, International Choice Modelling Conference, Sydney, July 3‐5, 2013.

Program Committee (with M. E. J. Masson), 17th Annual Meeting of the Canadian Society for Brain, Behavior and Cognitive Science, University of Victoria, June 15‐17, 2007.

Reviewer for various granting agencies, especially Natural Science and Engineering Research Council (Canada), National Science Foundation (USA).

Editorial Consultant for many journals including: Journal of Mathematical Psychology, Mathematical Social Sciences, Perception and Psychophysics, Psychological Review, Psychometrika, Theory and Decision.

Organizer with R. D. Luce (UC Irvine) of Empirical Tests of Contemporary Utility Theories. Invited Symposium, XXIX International Congress of Psychology 2008 Berlin July 20‐25, 2008.

Organizer with Hans Colonius (Oldenburg) of Intensive Program 2002. XVIII European Seminar on Mathematical Psychology. Psychological Models of Response Time and Choice. Stade, January 21‐25, 2002. Training Workshop for 40 (graduate) students from throughout Europe.

Member, 2000‐2003, of the 4‐person Selection Committee for the $100,000 David E. Rumelhart Prize for

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Contributions to the Formal Analysis of Human Cognition.

Guest Editor, Mathematical Social Sciences, volume 43, July, 2002.Participant (Integrative Plenary Session) in Random Utility 2000. Conference and Workshop on Random Utility and Probabilistic Measurement Theory. Fuqua School of Business, Duke University, August 3‐8, 2000.

Organizer (with R. D. Luce, H. Moulin, B. Grofman) Workshop. Topics in Mathematical Models of Individual and Social Choice, University of California, Irvine, July 7‐28, 2000. Supported by NSF, UCI.

Organizer (with M. Regenwetter) Probabilistic Choice Models. Workshop in Mathematical Psychology, University of California, Irvine, July 6‐25, 1997. Supported by NSF, UCI.

Organizer (with J. Aczel), Session on Characterization in the Social Sciences. Winter Meeting, Canadian Mathematical Society, Simon Fraser University, Vancouver, December 9‐11, 1995.

Organizer, Symposium on mathematical models of reaction time, categorization, and decision. IV European Congress of Psychology. Athens, July 2‐7, 1995.

External Evaluator: Department of Psychology, Bishops University, February 1994; Proposed Ph.D.

Program in Cognitive Science, Carleton University, May 1994.

Organizer, Symposium on the Architecture of Response Time Processes, Annual Meeting of the Society for Mathematical Psychology, University of Washington, Seattle, August 11‐14, 1994.

President, Society for Mathematical Psychology, 1994‐95.

Organized panel on Random Variable Representations at the Workshop on the Mathematics of Measurement, Irvine Research Unit in Mathematical Behavioral Sciences, University of California, Irvine, July 31, 1992.

Guest Editor, Mathematical Social Sciences, volume 23, February, April, June, 1992.

Organizer, Workshop on Stochastic Models of Choice and Reaction Time, Irvine Research Unit in Mathematical Behavioral Sciences, University of California, Irvine, August 7‐10, 1990.

Book Review Editor, Journal of Mathematical Psychology, 1985‐1997

Canadian Editor, Human Judgment Section, Journal of Forecasting, 1985‐1989

Member, Natural Sciences and Engineering Research Council (NSERC) Grant Selection Committee (Psychology), 1986‐89.

Member, Committee to select Editor for the Journal of Mathematical Psychology, 1984, 1993.

Editor, Journal of Mathematical Psychology, 1980‐1985.

Member, Executive, Society for Mathematical Psychology, 1980‐1984, 1993.

Program Chair, 11th Annual Mathematical Psychology Meeting, Hamilton, Canada, August, 1978. Organized (with P. Cavanagh) the 6th Annual Mathematical Psychology Meeting, Montreal, 1973.

Summary of Recent Teaching Portfolio Lecturer, Department of Psychology, University of Alberta

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Assistant Professor, Department of Psychology, McGill University

Associate Professor, Department of Psychology, McGill University

Visiting Associate Professor, Department of Psychology, University of Washington

Visiting Lecturer, Department of Psychology, University of Sydney, Australia

Professor, Department of Psychology, McGill University

Chair, Department of Psychology, McGill University (Sabbatical 1997‐98)

Professor Emeritus, McGill University

Adjunct Professor, Department of Psychology, University of VictoriaMember, PIMS (Pacific Institute for the Mathematical Sciences)

Visiting Associate, Faculty of Business, University of Technology Sydney

Distinguished Research Professor, Centre for the Study of Choice, University of Technology Sydney

Adjunct Professor, Department of Psychology, University of VictoriaMember, PIMS (Pacific Institute for the Mathematical Sciences)

Summary of Service to McGill University and the Community

Member, Academic Council, Faculty of Science

Member, McConnell Fellowship Committee

Member, Academic Policy Committee (and several of its subcommittees, e.g., on Statistics at McGill; Evaluation of Programs at McGill)

Member, Mathematical Social Sciences Group

Member, Cognitive Science Centre

Member, Values GroupChair, Cyclical Review Committee (Geological Sciences)

Library Coordinator for Psychology

Member, Undergraduate and Graduate Planning Committees, Cognitive Science

Member, McGill Centre for Medicine, Ethics and Law Director, McGill Cognitive Science Centre Committee to select a Director for the School of Computer Science, McGill University

Coordinator of the Development of “An Integrative Approach to E‐Commerce Research.” Proposal for BCE E‐Commerce Chairs at McGill University.

Member, Curriculum CommitteeChair, Curriculum CommitteeMember, Space CommitteeChair, Space CommitteeMember, Executive Committee Member, Graduate Program Committee Member, Equipment Committee Director, Graduate Program.

External Funding

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NOTE: Canadian research grants cover direct costs only. In particular, the amounts do not cover (summer) salaries for PI's and co‐PI's, or any indirect costs.

2012-2017. Social Sciences & Humanities Research Council Standard Research Grant. Bayesian comparison of random choice and random utility. A. A. J. Marley and W. J. McCausland

2013-2016. Social Sciences & Humanities Research Council Insight Grant. Evaluating choice experiments and associated models by combining survey and scanner data. T. Islam, J. Louviere, J. Rose and A. A. J. Marley. 2014-2016. Australian Research Council Discovery Grant. Improving choice models: multiple goal pursuit and multi‐stage decision processes. J. Swait and A. A. J. Marley. 2011-2015 Australian Research Council Discovery Grant. Choice models for learning and memory (including a Professorial Fellowship). Heathcote, Marley, Morey, and Rouder. Natural Sciences and Engineering Research Council of Canada Operating (Discovery) Grant (40 years, ongoing with various titles). "Theories of perceptual motor coordination", "Random psychophysical and decision structures", "Stochastic psychophysical and decision structures", “Dynamic psychophysical and decision structures”, “Adaptive context dependent psychophysics and preference.”

2009-2012 Social Sciences & Humanities Research Council Standard Research Grant. Individual choice models over time, product categories and countries. With T. Islam, Guelph; J. Louviere and D. Pihlens, University of Technology, Sydney.

2003-2006. Modeling the choices of individuals. With J. Louviere and D. Street, University of Technology, Sydney. Includes collaboration by Marley and Anderson.

2003-2006 Australian Research Council Linkage Grant. A unified theory of performance in absolute identification tasks. With D. Vickers, University of Adelaide (deceased). Includes collaboration by Marley (Victoria) and Lee (Adelaide); Smith (Melbourne); Heathcote (Newcastle); Brown (University of California, Irvine).

2002-2005 National Science Foundation, US. Algebraic and stochastic models of structures arising in utility theory and psychophysics. With R. D. Luce, University of California Irvine.

2001-2007 Fonds pour formation de chercheurs et l’aide à la recherche. Infrastructure grant for a period of seven years to support a new Interuniversity Centre for research in quantitative economics. $6,000,000/yr. (Approximately 40 participants).

1999-2004 GEOIDE (Geomatics of Informed Decisions) Network. National Centre of Excellence. Keith Thomson, Geoffrey Edwards, Universite Laval (Co‐PI=s). $3,000,000/yr. (Over 100 participants). “Simulation of memory, mental imagery and mental models: Applications to spatial planning and electronic map use” (C.B. Moulin, Universite Laval; J. Glasgow, Queens; A.A.J. Marley, McGill; S. Epstein, City University of New York; G. Ligozat, Universite Paris‐Sud).

1999-02 Fonds pour formation de chercheurs et l’aide à la recherche. Étude psychophysique et modelisation des jugements absolus et relatifs (Psychophysical experiments and models of absolute and relative judgments). With Y. Lacouture, Universite Laval.

1999 Fonds pour formation de chercheurs et l’aide à la recherche (FCAR) Étude psychophysique et modelisation des jugements absolus et relatifs » (Psychophysical experiments and models of absolute and relative judgments). A.A.J. Marley (PI). With Y. Lacouture, Universite Laval. Equipment.

1998-03 Natural Sciences and Engineering Research Council of Canada. Research Grant. Adaptive context dependent psychophysics and preference.

1998-99 Natural Sciences and Engineering Research Council of Canada. Equipment Grant to

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purchase simulation computer system.

1998-01 National Science Foundation, USA. Probabilistic Models of Social Choice. With B. Grofman, University of California Irvine and M. Regenwetter, Duke University.

1996-99 Fonds pour formation de chercheurs et l'aide a la recherche. Etude psychophysique et modelisation des jugements absolus et relatifs (Psychophysical experiments and models of absolute and relative judgments). With Y. Lacouture, Universite Laval.

1995-96 Natural Sciences and Engineering Research Council of Canada. Equipment Grant to purchase simulation computer system.

1994-97 Natural Sciences and Engineering Research Council of Canada. Collaborative Project Grant (with J.S. Aczel, H. Joe, C. Genest, I. J. Myung, H. Colonius). Characterization problems in the mathematical social sciences using stochastic modelling and functional equation techniques.

1993-96 Fonds pour la formation de chercheurs et l'aide a la recherche. Psychophysique adaptive et contextuelle". (Adaptive and Contextual Psychophysics). With Y. Lacouture, Universite Laval.

1993-96 Faculty of Graduate Studies, Universite Laval. Salary support for postdoctoral fellows. With Y. Lacouture, Universite Laval.

1993 Natural Sciences and Engineering Research Council of Canada: Grant for Research Abroad. Random variable representations in measurement theory. Collaborative research at the University of California, Irvine.

1992-95 Faculty of Science, McGill University. Salary support for postdoctoral fellows.

1992 Natural Sciences and Engineering Research Council of Canada: Equipment Grant to purchase laboratory and simulation computer systems.

Current Research Support

NOTE: Canadian research grants cover direct costs only. In particular, the amounts do not cover (summer) salaries for PI's and co‐PI's, or any indirect costs.

Marley, A.A.J. Natural Science and Engineering Research Council, Discovery Grant. Context Dependent Dynamic Processes in Psychophysics and Decision. [2010‐2015, $42,000/year].

Marley, A. A. J., & McCausland, W. J. Social Sciences & Humanities Research Council Insight Grant. Bayesian comparison of random choice and random utility. [2012‐2017, $53,000/year.]

Islam, T., Louviere, J., Rose, J., & Marley, A. A. J. Social Sciences & Humanities Research Council Insight Grant. Evaluating choice experiments and associated models by combining survey and scanner data. [2013‐2016, AU$357,322 over 3 years] Swait, J., & Marley, A. A. J. Australian Research Council Discovery Grant. Improving choice models: multiple goal pursuit and multi‐stage decision processes [2014‐2017, AUS$680,000 over 3 years] Education 1958‐61 B.Sc. (Mathematics), Birmingham University, England

1961‐65 Ph.D. (Psychology), University of Pennsylvania, U.S.A.

Awards

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Devon County Scholarship at the University of Birmingham, England First Class Honors in Mathematics, University of Birmingham, England Fulbright Study GrantWoodrow Wilson Foundation Fellowship.

University Fellowship of the University of PennsylvaniaSpecial Harrison Fellowship of the University of Pennsylvania

Fellow of the Miller Institute for Basic Research in Science, University of California at Berkeley

Killam Fellow, Center for Advanced Study in Theoretical Psychology, University of AlbertaCanada

Council Leave FellowshipPresident, Society for Mathematical PsychologyResearch Fellow of the Hanse‐Wissenshaftskollegg (Hanse Institute for Advanced Study‐HWK), Delmenhorst, Germany

Visiting Researcher, Department of Economics, University of Groningen. Supported by NWO, the Netherlands Organization for Scientific ResearchFellow of the American Psychological Society

Teaching Experience Undergraduate:

Introductory Psychology. Psychological Statistics. Mathematical Psychology. Perception. Thinking. Cognition. Cognitive Psychology. Pattern Recognition. Knowledge and Values Formal Models (including computational models). Computer Simulation of Psychological Processes.

Graduate:

Psychometrics. Behavioral decision theory. Pattern Recognition. Mathematical Psychology. Computational Models of Psychological Processes. Parallel Distributed Models of Psychological Processes. Decision theory/Decision Support. Cognitive Psychology. Advanced Topics in Neural Computational Models. Psychological Theory.

Other:

McGill University, 1971. Helped organize, and initially teach, undergraduate course in Human Communication Disorders. Supervision of Honours, Masters and Ph.D. Students: Theses Supervised (from 1990)

A. Mignault, Connectionist models of the perception of facial expressions of emotion. Department of Psychology, McGill University, 1999.

C. Leth‐Steensen, A connectionist, evidence accrual model of response times in symbolic comparison. Ph. D. Thesis. Department of Psychology, McGill University, 1998.

A. Mignault, Mathematical models of classical conditioning: A critical review and extensions. M.Sc. Thesis. Department of Psychology, McGill University, 1993.

Y. Lacouture, Connectionist models of choice and reaction time in psychophysics and word recognition. Ph.D. Thesis. Department of Psychology, McGill University, 1990.

Postdoctoral Fellows (from 1990)

2002‐04 S. Shaki. Memory psychophysics of auditory stimuli

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2000 Y.‐F. Hsu. Functional Equations and absolute identification.

1995‐97 M. Regenwetter. Probabilistic models of voting and choice.

1994‐95 S.‐C. Li. (with Y. Lacouture). Categorization and identification.

1993‐94 P. Karpiuk. (with Y. Lacouture). Response time modeling.

Publications

(A) Books and Edited Books Books 2015

(A1) Louviere, J., Flynn, T. N., & Marley, A. A. J. Best-worst scaling. Theory, Methods and Applications. Cambridge University Press. 2006 (A2) Regenwetter, M., Grofman, A. B., Marley, A. A. J., & Tsetlin, I. Behavioral Social Choice: Probabilistic Models, Statistical Inference, and Applications. Cambridge University Press. 2006.

Edited Books

2001

(A3) Mathematics and Computer Sciences. Approximately 1 volume of the 26 volumes. International Encyclopedia of the Social and Behavioral Sciences, Neil J. Smelser and Paul B. Baltes (Eds.). Elsevier Science. 2001.

1997

(A4) Choice, Decision, and Measurement: Essays in Honor of R. Duncan Luce. Mahwah, NJ: Erlbaum. 1997. Edited Journals 2016 (A5) Marley, A. A. J., Davis‐Stober, C. P., & Steingrimsson, Editors. Special Issue in Honor of R. Duncan

Luce. Journal of Mathematical Psychology, 75, 1‐246, December 2016. 2002 (A6) Random Utility Models and their Applications: Recent Developments. Special Issue of Mathematical

Social Sciences, 43, #3, July, 2002. 1992 (A7) Stochastic Models of Choice and Reaction Times. Special Volume of Mathematical Social Sciences,

23, February, April, June, 1992. Book Reviews

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1972 (A8) The logic of decisions: A review of P. C. Fishburn's Utility Theory for Decision Making.

Contemporary Psychology, 1972, 17, 379‐380. 1978 (A9) The purpose of life is living: A review of G. E. Pugh's The Biological Origin of Human Values

Contemporary Psychology, 1978, 23, 734‐735. 1984 (A10) Review of C. H. Coombs' Psychology and Mathematics. An Essay on Theory. Journal of

Mathematical Psychology, 1984, 28, 118‐119. 1986 (A11) Contemporary measurement theory applied to classical and modern psychophysics. Review of J.

C. Falmagne's Elements of Psychophysical Theory. Journal of Mathematical Psychology, 1986, 30, 331‐336.

1989 (A12) Are you sure that's what you really want to do? Review of P. C. Fishburn and I. H. Lavalle (Eds.).

Choice under uncertainty. Basel, Switzerland: J. C. Balzer AG, 1989. Journal of Mathematical Psychology, 1991, 35, 131‐148.

(A13) The foundations of measurement are solid. Review of Foundations of Measurement, Vol. II

(Suppes, Krantz, Luce & Tversky), and Vol. III (Luce, Krantz, Suppes & Tversky). San Diego, CA: Academic Press, 1989 (Vol. II), 1990 (Vol. III). Contemporary Psychology, 1992, 36, 1046‐ 1048.

(A14) Measurement, models and autonomous agents. Feature Review of Foundations of Measurement, Vol. 1 (Krantz, Luce, Suppes & Tversky), Vol. II (Suppes, Krantz, Luce & Tversky), and Vol. III (Luce, Krantz, Suppes & Tversky). San Diego, CA: Academic Press, 1971 (Vol. I), 1989 (Vol. II), 1990 (Vol. III). Psychological Science, 1992, 3, 93‐96.

Research Book Chapters (A15) Marley A. A. J., & Regenwetter, M. (2016). Choice, Preference, and Utility: Probabilistic and

Deterministic Representations. In W. Batchelder, H. Colonius, E. Dzhafarov, J. Myung (Eds.) New Handbook of Mathematical Psychology. Volume 1: Measurement and Methodology. Chapter 7, pp. 375‐453. Cambridge: Cambridge University Press.

(A16) Marley, A. A. J., & Flynn, T. N. (2015). Best and worst scaling: theory and application. In James D. Wright (Editor‐in‐Chief). International Encyclopedia of the Social and Behavioral Sciences, 2nd Edition, Vol. 2 Oxford: Elsevier. 2015. Pp.548‐552.

(A17) Colonius, H., & Marley, A. A. J. (2015). Random utility models of choice and response time. . In James D. Wright (Editor‐in‐Chief). International Encyclopedia of the Social and Behavioral Sciences, 2nd Edition Vol. 2 Oxford: Elsevier. 2015. Pp. 901‐905.

(A18) Flynn, T. N. & Marley, A. A. J. (2014). Best-worst scaling: practice and theory. Invited chapter in S.

Hess & A. Daly (Eds.) Handbook of Choice Modelling. Edward Elgar Publishing, 2014. Pp. 178‐201.

(A19) Marley, A. A. J. (2010). The best‐worst method for the study of preferences: Theory and

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Application. In Cognition and Neuropsychology: International Perspectives on Psychological Science (Volume 1), edited by Peter A. Frensch & Ralf Schwarzer. Hove: Psychology Press, 2010, pp. 147‐157.

(A20) Luce, R. D., Marley, A. A. J., & Ng, C. T. (2009), Entropy‐related measures of the utility of gambling. In Steven J. Brams, William V. Gehrlein, & Fred S. Roberts (Eds.). The Mathematics of Preference, Choice and Order: Essays in Honor of Peter C. Fishburn. Studies in Choice and Welfare, Berlin: Springer‐Verlag, 2009, pp. 5‐25.

(A21) Karpiuk, P., Lacouture, Y., & Marley, A.A.J. A limited capacity, wave equality, random walk model

of absolute identification. In A.A.J. Marley (Ed.). Choice, Decision, and Measurement: Essays in Honor of R. Duncan Luce. (pp. 279‐299). Mahwah, NJ: Erlbaum, 1997.

(A22) Marley, A.A.J. Combining probability densities or random variables underlying individual or social choice. In B. Bouchon‐Meunier, L. Vaderde, and R. R. Yager (Eds.). Uncertainty in Intelligent Systems. New York, NY: North‐Holland, 1993. 441‐451.

(A23) Marley, A.A.J. Aggregation theorems and the combination of probabilistic rank orders. In D.E. Critchlow, M.A. Fligner, and J.S. Verducci (Eds). Probability Models and Data Analysis for Ranking Data. Lecture Notes in Statistics. New York, NY: Springer Verlag, 1993, 216‐240.

(A24) Marley, A.A.J. Developing and characterizing multidimensional Thurstone and Luce models for identification and preference. In F. G. Ashby (Ed.). Multidimensional Models of Perception and Cognition. Hillsdale, NJ: Erlbaum, 1992, 299‐333.

(A25) Marley, A.A.J. Combining probability densities or random variables underlying individual or social choice. Extended Abstract. In Proceedings of the International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Mallorca, July 6‐10, 1992.Palma, Spain: Universitat de Les Illes Balears, 1992, 741‐742.

(A26) Marley, A.A.J. A procedural model for absolute identification. In J. A. Keats and W. D. Wallis

(Eds.), Spatial and Temporal Models of Behaviour. University of Newcastle, NSW, Australia, 1976. Pp.50‐74.

(A27) Holman, E.W., & Marley, A.A.J. Stimulus and response measurement. In E. C. Carterette and M. P. Friedman (Eds.), Handbook of Perception, Vol. 2. Academic Press, 1974, 173‐212.

(A28) Luce, R.D., & Marley, A.A.J. Extensive measurement when concatenation is restricted and maximal elements may exist. In S. Morgenbesser, P. Suppes and M. G. White (Eds.), Philosophy, Science and Method: Essays in Honor of Ernest Nagel. New York: St. Martin's Press, 1969, pp. 235‐249.

(A29) Marley, A. A. J., & Flynn, T. N. Best and worst scaling: theory and application. In James D. Wright (Editor‐in‐Chief). International Encyclopedia of the Social and Behavioral Sciences, 2nd Edition, Vol. 2 Oxford: Elsevier. 2015. Pp.548‐552.

(A30) Colonius, H., & Marley, A. A. J. Random utility models of choice and response time. . In James D. Wright (Editor‐in‐Chief). International Encyclopedia of the Social and Behavioral Sciences, 2nd Edition Vol. 2 Oxford: Elsevier. 2015. Pp. 901‐905.

(A31) Marley A. A. J., & Regenwetter, M. Choice, Preference, and Utility: Probabilistic and Deterministic Representations. In W. Batchelder, H. Colonius, E. Dzhafarov, J. Myung (Eds.) New Handbook of Mathematical Psychology. Volume 1: Measurement and Methodology. Cambridge: Cambridge University Press. In Press.

(A32) Flynn, T. N. & Marley, A. A. J. Best-worst scaling: practice and theory. Invited chapter in S. Hess &

A. Daly (Eds.) Handbook of Choice Modelling. Edward Elgar Publishing, 2014. Pp. 178‐201.

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(A33) Marley, A. A. J. The best‐worst method for the study of preferences: Theory and Application. In

Cognition and Neuropsychology: International Perspectives on Psychological Science (Volume 1), edited by Peter A. Frensch & Ralf Schwarzer. Hove: Psychology Press, 2010, pp. 147‐157.

(A34) Luce, R. D., Marley, A. A. J., & Ng, C. T. Entropy‐related measures of the utility of gambling. In

Steven J. Brams, William V. Gehrlein, & Fred S. Roberts (Eds.). The Mathematics of Preference, Choice and Order: Essays in Honor of Peter C. Fishburn. Studies in Choice and Welfare, Berlin: Springer‐Verlag, 2009, pp. 5‐25.

(B) Refereed Journal Articles

2017

(B1) Wallin, A., Swait, J., & Marley, A. A. J. (2017). Not just noise: A goal pursuit interpretation of stochastic choice. Decision. Advance Online Publication, http://dx.doi.org/10.1037/dec0000077.

(B2) Marley, A. A. J. , & Swait, J. (2017). Goal‐based models for discrete choice analysis. Transportation Research Part B: Methodological, 101, 72‐88.

2016

(B3) Marley, A. A. J., Islam, T., & Hawkins, G. (2016). A formal and empirical comparison of two score measures for best‐worst scaling. Journal of Choice Modelling. 21, 15‐24.

2015

(B4) Terry, A., Marley, A. A. J., Heathcote, A., & Brown, S. (2015). Generalising the drift rate for linear ballistic accumulators. Journal of Mathematical Psychology, 68‐69, 49‐58.

2014

(B5) McCausland, W. J., & Marley, A. A. J. (2014). Bayesian inference and model comparison for random choice structures. Journal of Mathematical Psychology, 62‐63, 33‐46.

(B6) Hawkins, G. E., Marley, A. A. J., Heathcote, A., Flynn, T. N., Louviere, J. J., & Brown, S. D. (2014a). The best of times and the worst of times are interchangeable. Decision, 1(3), 192‐214. doi: 10.1037/dec0000012

(B7) Hawkins, G. E., Marley, A. A. J., Heathcote, A., Flynn, T. N., Louviere, J. J., & Brown, S. D. (2014b).

Integrating cognitive process and descriptive models of attitudes and preferences. Cognitive Science, 38, 701‐735

2013

(B8) Marley, A. A. J., & Ng, C. T. (2013). Quasi‐sum representation for an m‐place function. In Special Issue of Annales Univ. Sci. Budapest, Sectio Computatorica, Dedicated to the 75th birthday of Professor Zoltan Daróczy and Professor Imre Kátai, 41, 137‐143.

(B9) McCausland, W. J., & Marley, A. A. J. (2013). Prior distributions for random choice structures. Journal of Mathematical Psychology, 57, 78‐93.

(B10) Louviere. J. J., Carson, R. T., Burgess, L., Street, D., & Marley, A. A. J. (2013). Sequential

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preference questions: Factors influencing completion rates using an online panel. Journal of Choice Modelling, 8, 19‐31.

(B11) Swait, J., & Marley, A. A. J. Probabilistic choice (models) as a result of balancing multiple goals. Journal of Mathematical Psychology, 2013, 57, 1‐14.

2012

(B12) Marley, A. A. J., & Islam, T. Conceptual relations between expanded rank data and models of the unexpanded rank data. Journal of Choice Modelling, 2012, 5, 38‐80.

(B13) Marley, A. A. J., & Pihlens, D. Models of best‐worst choice and ranking among multiattribute options (profiles). Journal of Mathematical Psychology, 2012, 56, 24‐34.

2011

(B14) Dodds, P., Donkin, C., Brown, S. D., Heathcote, A. & Marley, A. A. J. Stimulus‐specific learning: Disrupting the bow effect in absolute identification. Attention, Perception & Psychophysics, 2011, 73, 1977‐1986.

2010

(B15) Garcia‐Lapresta, J. L., Marley, A. A. J., & Martinez‐Panero, M. Characterizing best‐worst voting systems in the voting context. Social Choice and Welfare, 2010, 34, 487‐496.

2009

(B16) Brown, S. D., Marley, A., Dodds, P., & Heathcote, A. Purely relative models cannot provide a general account of absolute identification. Psychonomic Bulletin & Review, 2009, 16, 583‐593.

(B17) Ng, C. T., Luce, R. D., & Marley, A. A.J. Utility of gambling under p(olynomial)‐additive joint receipt and segregation or duplex decomposition. Journal of Mathematical Psychology, 2009, 53, 273‐ 286.

(B18) Donkin, C., Brown, S. D., Heathcote, A., & Marley, A. A. J. Dissociating speed and accuracy in absolute identification. Psychological Research, 2009, 73, 308‐316.

(B19) Ng, C. T., Luce, R. D., & Marley, A. A.J. Utility of gambling when events are valued: An application of inset entropy. Theory and Decision, 2009, 67, 23‐63.

2008

(B20) Flynn, T. N., Louviere, J. J., Marley, A. A. J., Coast, J., & Peters., T. J. Rescaling quality of life tariffs from discrete choice experiments for use as QALYs: a cautionary tale. Population Health Metrics, 2008, 6:6.

(B21) Louviere, J. J., Street, D., Burgess, L., Wasi, N., Islam, T., & Marley, A. A. J. Modeling the choicesof individual decision‐makers by combining efficient choice experiment designs with extra preference information. Journal of Choice Modelling, 2008, 1, 126‐163.

(B22) Marley, A. A. J., Flynn, T. N., & Louviere, J. J. Probabilistic models of set‐dependent and attribute‐level best‐worst choice. Journal of Mathematical Psychology, 2008, 52, 281‐296.

(B23) Brown, S. D, Marley, A. A. J., Donkin, C., & Heathcote, A. J. An integrated, principled account of absolute identification. Psychological Review, 2008, 115, 396‐425.

(B24) Mignault, A., Marley, A. A. J. & Chaudhuri, A. Inverted‐U Effects generalize to the judgment of subjective properties of faces. Perception and Psychophysics, 2008, 70, 1274‐1288.

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(B25) Ng, C. T., Luce, R. D., & Marley, A. A. J. On the utility of gambling: Extending the approach of

Meginiss (1976). Aequationes Mathematecae, 2008, 76, 281‐304.

(B26) Luce, R. D., Ng, C. T., Marley, A. A. J., & Aczel, J. Utility of gambling I: Entropy‐modified linear weighted utility. Economic Theory, 2008, 36, 1‐33.

(B27) Luce, R. D., Ng, C. T., Marley, A. A. J., & Aczel, J. Utility of gambling II: Entropy‐modified linear weighted utility. Economic Theory, 2008, 36, 165‐187.

(B28) Marley, A. A. J., Luce, R.D., & Koscis, I. A solution to a problem raised by Luce & Marley (2005). Journal of Mathematical Psychology, 2008, 52, 64‐68.

2007

(B29) Brown, S. D., Marley, A. A. J., & Lacouture, Y. Is absolute identification always relative? Psychological Review, 2007, 114, 528‐532.

2005

(B30) Marley, A. A. J., & Louviere, J. J. Some probabilistic models of best, worst, and best‐worst choices. Journal of Mathematical Psychology, 2005, 49, 464‐480.

(B31) Marley, A. A. J., & Luce, R. D. Independence properties vis‐à‐vis several utility representations. Theory and Decision, 2005, 58, 77‐143.

(B32) Luce, R. D., & Marley, A. A. J. Ranked additive representations of gambles: Old and new axiomatizations. Journal of Risk and Uncertainty, 2005, 30, 21‐62.

2004

(B33) Lacouture, Y., & Marley, A. A. J. Choice and response time processes in the identification and categorization of unidimensional stimuli. Perception and Psychophysics, 2004, 66, 1206‐1226.

2003

(B34) Regenwetter, M, Marley, A. A. J., & Grofman, B. General concepts of value restriction and preference majority. Social Choice and Welfare, 2003, 21, 149‐173.

(B35) Aczel, J. Luce, R. D., & Marley, A. A. J. A functional equation arising from simultaneous utility representations. Results in Mathematics, 2003, 43, 193‐197.

2002

(B36) Marley, A. A . J. Random utility models and their applications: recent developments. Editorial Mathematical Social Sciences, 2002, 43, 289‐302.

(B37) Regenwetter, M., Grofman, B. & Marley, A. A. J. On the model dependence of majority preferences reconstructed from ballot or survey data. Mathematical Social Sciences, 2002, 43, 451‐466.

(B38) Regenwetter, M., Marley, A. A. J., & Grofman, B. A general concept of majority rule. Mathematical Social Sciences, 2002, 43, 405‐428.

(B39) Marley, A. A. J., & Luce, R.D. A simple axiomatization of binary rank‐dependent expected utility of gains (losses). Journal of Mathematical Psychology, 2002, 46, 40‐55.

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(B40) Louviere, J., Street, D., Carson, R, Ainslie, A., Deshazo, J., Cameron, R., Hensher, D., Kohn, R., & Marley, T. Dissecting the random component of utility. Marketing Letters, 2002, 13, 177‐193.

2001

(B41) Marley, A. A. J., & Luce, R.D. Ranked weighted utilities and qualitative convolution. The Journal of Risk and Uncertainty, 2001, 23, 135‐163.

(B42) Regenwetter, M, & Marley, A. A. J. Random relations, random utilities, and random functions. Journal of Mathematical Psychology, 2001, 45, 864‐912.

2000

(B43) Luce, R.D., & Marley, A. A. J. On elements of chance. Theory and Decision, 2000, 49, 97‐126. Maksa, G., Marley, A. A. J., & Pales, Z. On a functional equation arising from joint‐receipt utility models. Aequationes Mathematecae, 2000, 59, 273‐286.

(B44) Aczel, J., Gilanyi, G., Maksa, G., Marley, A. A. J. Consistent aggregation of simply scalable families choice probabilities. Mathematical Social Sciences, 2000, 39, 241‐262.

(B45) Leth‐Steensen, C. & Marley, A. A. J. A model of response time effects in symbolic comparison. Psychological Review, 2000, 107, 62‐100.

1999

(B46) Luce, R.D., & Marley, A. A. J. Separable and additive representations of binary gambles of gains. Mathematical Social Sciences, 1999, 40, 277‐295.

1998

(B47) Regenwetter, M., Marley, A. A. J., & Joe, H. Random utility threshold models of subset choice. Australian Journal of Psychology, 1998, 50, 175‐186.

(B48) Lacouture, Y., Li, S.‐C., & Marley, A. A. J. The roles of stimulus and response set size in the identification and categorization of one‐dimensional stimuli. Australian Journal of Psychology, 1998, 50, 165‐174.

(B49) Patel, V., Kushniruk, A. W., & Marley, A. A. J. Small worlds and medical expertise: Implications for medical cognition and knowledge engineering. International Journal of Medical Informatics, 1998, 49, 255‐271.

1997

(B50) Mignault, A., & Marley, A. A. J. A real‐time neuronal model of classical conditioning. Adaptive Behavior, 1997, 6, 3‐61.

(B51) Probabilistic choice as a consequence of non‐linear (sub) optimization. Journal of Mathematical Psychology, 1997, 41, 382‐391.

(B52) Aczel, J., Maksa, G., Marley, A.A.J., & Moszner, Z. Consistent aggregation of scale families of selection probabilities. Mathematical Social Sciences, 1997, 33, 227‐250.

1995

(B53) Lacouture, Y., & Marley, A.A.J. A mapping model of bow effects in absolute identification. Journal of Mathematical Psychology, 1995, 39, 383‐395.

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1992

(B54) Stochastic models of choice and reaction time: New developments. Mathematical Social Sciences. Special Volume on Stochastic Models of Choice and Reaction Time, 1992, 23, 1‐3, 147‐149, 251‐253.

(B55) A selective review of recent characterizations of stochastic choice models using distribution and functional equation techniques. Mathematical Social Sciences. Special Volume on Stochastic Models of Choice and Reaction Time, 1992, 23, 5‐29.

(B56) Marley, A.A.J., & Colonius, H. The "horse race" random utility model for choice probabilities and reaction times, and its competing risks interpretation. Journal of Mathematical Psychology, 1992, 36, 1‐20.

1991

(B57) Lacouture, Y., & Marley, A.A.J. A connectionist model of choice and reaction time in absolute identification. Connection Science, 1991, 3, 401‐433.

(B58) Context dependent probabilistic choice models based on measure of binary advantage. Mathematical Social Sciences, 1991, 21, 201‐231.

(B59) Aggregation theorems and multidimensional stochastic choice models. Theory and Decision, 1991, 30, 245‐272.

1990

(B60) A historical and contemporary perspective on random scale representations of choice probabilities and reaction times in the context of Cohen and Falmagne's (1990, Journal of Mathematical Psychology, 34) results. Journal of Mathematical Psychology, 1990, 34, 81‐87.

1989

(B61) Addendum to Marley, A.A.J. (1989). A random utility family that includes many of the "classical" models and has closed form choice probabilities and choice reaction times. British Journal of Mathematical and Statistical Psychology, 1989, 42, 280.

(B62) A random utility family that includes many of the "classical" models and has closed form choice probabilities and choice reaction times. British Journal of Mathematical and Statistical Psychology, 1989, 42, 13‐36.

1988

(B63) Random utility models with binary tree decomposable rank orders satisfy Tversky's elimination by aspects model. Journal of Mathematical Psychology, 1988, 32, 436‐448.

1986

(B64) Marley, A.A.J., & Cook, V.T. A limited capacity rehearsal model for psychophysical judgments applied to magnitude estimation. Journal of Mathematical Psychology, 1986, 30, 339‐390.

1984

(B65) Marley, A.A.J., & Cook, V.T. A fixed rehearsal capacity interpretation of limits on absolute identification performance. British Journal of Mathematical and Statistical Psychology, 1984, 37, 136‐151.

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1982

(B66) Random utility models with all choice probabilities expressible as 'functions' of the binary choice probabilities. Mathematical Social Sciences, 1982, 3, 39‐56.

1981

(B67) Multivariate stochastic processes compatible with 'aspect' models of similarity and choice. Pyschometrika, 1981, 46, 421‐428. (b)

(B68) Joint independent random utility models where one of the choice models satisfies the strict utility model. Journal of Mathematical Psychology, 1981, 23, 257‐272. (a)

1976

(B69) A revision of the response ratio hypothesis for magnitude estimation. Journal of Mathematical Psychology, 1976, 14, 252‐254.

1974

(B70) Corbin, R., & Marley, A.A.J. Random utility models with equality: An apparent, but not actual, generalization of random utility models. Journal of Mathematical Psychology, 1974, 11, 274‐293.

1972 (B71) Internal state models for magnitude estimation and related experiments. Journal of

Mathematical Psychology, 1972, 9, 306‐319.

1971

(B72) An observable property of a generalization of Kinchla's diffusion model of perceptual memory. Journal of Mathematical Psychology, 1971, 8, 481‐488.

(B73) Conditions for the representation of absolute judgment and pair comparison isosensitivity curves by cumulative distributions. Journal of Mathematical Psychology, 1971, 8, 554‐590.

1970

(B74) Additive conjoint measurement with respect to a pair of orderings. Philosophy of Science, 1970, 37, 215‐222.

1968

(B75) An alternative "fundamental" axiomatization of multiplicative power relations among three variables. Philosophy of Science, 1968, 35, 185‐186.

(B76) Some probabilistic models of simple choice and ranking. Journal of Mathematical Psychology, 1968, 5, 311‐332.

1967

(B77) Abstract one parameter families of commutative learning operators. Journal of Mathematical Psychology, 1967, 4, 414‐429.

1965

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(B78) The relation between the discard and regularity conditions for choice probabilities. Journal of Mathematical Psychology, 1965, 2, 242‐253.

Conference Proceedings Zotov, V., Shaki, S., & Marley, A. A. (2010). Absolute production as a ‐ possible ‐ method to externalize the properties of context dependent internal representations. In A. V. Bastianelli (Ed.), Fechner Day 2010. Proceedings of the 26th Annual Meeting of the International Society for Psychophysics (pp. 203‐209). Padua, Italy: The International Society for Psychophysics.

Petrusic, W. M., Shaki, S., & Marley, A.A. J. Memory psychophysics of auditory frequency. In the Proceedings of the Twentieth Annual Meeting of the International Society for Psychophysics, Coimbra, October 18‐22, 2004.

Lacouture, Y., & Marley, A.A.J. Full response time distributions in absolute identification modeled via leaky competing decision processes. In the Proceedings of the Seventeenth Annual Meeting of the International Society for Psychophysics, University Leipzig, October 20‐23, 2001, pp. 136‐141.

Lacouture, Y., & Marley, A.A.J. Non‐linear decision processes in absolute identification. In the Proceedings of the Sixteenth Annual Meeting of the International Society for Psychophysics, Université Lois Pasteur ENSPS CNRS, Strasbourg, 2000.

Leth‐Steensen, C., & Marley, A.A.J. A model of response time effects in symbolic comparison. Invited Presentation, In the Proceedings of the Fourteenth Annual Meeting of the International Society for Psychophysics. Université Laval, Quebec, August 15‐18, 1998.

Lacouture, Y., & Marley, A.A.J. Theories of the effects of stimulus and response set size in the identification and categorization of one‐dimensional stimuli. In the Proceedings of the Fourteenth Annual Meeting of the International Society for Psychophysics. Université Laval, Quebec, August 15‐18, 1998.

Lacouture, Y. & Marley, A. A. J. Context effects in absolute identification: Are they "sensory", "cognitive", or "motor". In the Proceedings of the Twelfth Anniversary Meeting of the Society for Psychophysics, Padua, Italy, October 19‐22, 1996.

Reports

Kormos, C., Gifford, R., Marley, A. A. J., Islam, T., & Crawford, C. (2014). The influence of psychological variables and incentives on preference for plug‐in electric vehicles. Report submitted to the British Columbia Ministry of Energy and Mines. Selected Colloquia, Invited Addresses, Conference Participation (reverse temporal order to 2000)

Hawkins, G., Islam, T, Marley, A. A. J. A unidimensional representation of values drives preferences for most‐ and least‐favored options. 50th Annual Meeting of the Society for Mathematical Psychology, July 22‐25, 2017, Coventry, England. Marley, A. A. J. Why accumulator models of choice and response time must have context dependent components. Invite Talk, Cognition and Brain Sciences Seminar, Dept. of Psychology, University of Victoria. January 20, 2017. Kormos, C., Gifford, R., Marley, A. A. J., Islam, T., & Crawford, C. Facilitating deployment of plug‐in electric vehicles in Canada: Financial, demographic, and psychological influences on consumer vehicle preferences. Canadian Psychological Association, June 8‐11, 2016, Victoria, B. C. McCausland, W.J. and C. Davis‐Stober and A. A. J. Marley and S. Park and N. Brown. Testing random utility using Falmagne’s conditions directly. Seminar in Economics, North Carolina State University,

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November 10th, 2016. Seminar on Bayesian Inference in Econometrics and Statistics, University of Pennsylvania, April 29th, 2016. Van Ravenzwaaij, D, Brown, S., Marley, A. A. J., Heathcote, A. The advantage linear ballistic accumulator: A new model for multi‐alternative forced choice tasks. Annual Meeting of the Society for Mathematical Psychology, Laguna Beach, CA, July 18‐20, 2015. McCausland, W.J., Davis‐Stober, C., Marley, A. A. J., Park, S. & Brown, N. Testing random utility using Falmagne’s conditions directly. International Choice Modeling Conference, Austin, TX, May 10‐13, 2015. Annual Meeting of the Society for Mathematical Psychology, Laguna Beach, CA, July 18‐20, 2015. The 11th World Congress of the Econometric Society, Montreal, PQ, Aug 17‐21, 2015. Terry, A., Marley, A. A. J., Heathcote, A., Brown, S. (2014). Generalised forms for drift rate distributions in linear accumulators. Australian Mathematical Psychology Conference, Australian National University, Canberra, February 13‐14, 2014.

Terry, A., Barnwal, A., Brown, S., Marley, A. A. J., Wagenmakers, E.‐J., Heathcote, A. (2014). Deterministic evidence accumulation models. Annual Meeting of the Society for Mathematical Psychology, Québec City, Quebec, July 18‐21, 2014.

Kormos, C., Gifford, R., Marley, A. A. J., Islam, T., & Crawford, C. (2014). The influence of psychological variables and incentives on preference for electric vehicles. EVVÉ2013 Electric Vehicle Conference & Trade Show, Vancouver, October 28‐30, 2014. Canadian Psychological Association, June 5‐7, Vancouver, B. C. Kormos, C., Gifford, R., Marley, A. A. J., Islam, T., & Crawford, C. (2014). The Influence of psychological variables and incentives on preference for electric vehicles using choice modeling. International Congress of Applied Psychology, July 8‐13, Paris, McCausland, W. J., & Marley, A. A. J. (2013). Bayesian inference and model comparison for random choice structures. Annual Meeting of the Society for Mathematical Psychology, Potsdam, Germany, August 4‐7, 2013. Conference on Bayesian methods in microeconomic modeling, Cal Tech, Los Angeles, September 5‐7, 2013. Seminar on Bayesian Inference in Econometrics and Statistics, St. Louis, MO, May 3‐4, 2013. Swait, J., & Marley, A. A. J. (2013). Probabilistic choice (models) as a result of balancing multiple goals. International Choice Modeling Conference, Sydney, July 3‐5, 2013. Brown, S. D., Hawkins, G. E., Marley, A. A. J., Heathcote, A., Louviere, J. J., & Flynn, T. N. (2012). Using a response time model (without response times) as a tool for measuring preference. Annual Meeting of the Psychonomic Society, Minneapolis, Minnesota, November 15‐18.

Hawkins, G. E., Brown, S. D., Marley, A. A. J., Heathcote, A., Flynn, T. N., & Louviere, J. J. (2012). Accumulator models for consumer preference and response times. Annual Meeting of the Society for Mathematical Psychology, Columbus, Ohio, July 22‐24, 2012.

Marley, A. A. J., & Islam, T. Conceptual relations between expanded rank data and models of the unexpanded data. Annual Meeting of the Society for Mathematical Psychology, Columbus, Ohio, July 22‐24, 2012.

McCausland, W. J., & Marley, A. A. J. Prior distributions for random choice structures. Annual Meeting of the Society for Mathematical Psychology, Columbus, Ohio, July 22‐24, 2012.

Swait, J., & Marley, A. A. J. Probabilistic choice (models) as a result of maximizing multiple goals. University of Technology, Sydney, March 21, 2012.

Hawkins, G. E., Brown, S. D., Marley, A. A. J., Heathcote, A. & Louviere, J. Accumulator models for best‐worst choice. Australasian Mathematical Psychology Conference 2012. University of Adelaide, February 10‐11, 2012.

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Marley, A. A. J. It is the times of best, it is the times of worst. Cognition and Brain Sciences Seminar, Department of Psychology, University of Victoria, January 20, 2012.

Scarpa, R., & Marley, A. A. J. Exploring the consistency of alternative best and/or worst ranking procedures. Second International Choice Conference, Leeds, July 4‐6, 2011.

Marley, A. A. J. Conceptual relations between expanded rank data and models of the unexpanded rank data. Second International Choice Conference, Leeds, July 4‐6, 2011.

McCausland, W. J., & Marley, A. A. J. A simulation approach to random choice axioms and models. University of Technology, Sydney, April 18, 2011.

Marley, A. A. J. Theories of repeated best and/or worst choice. Invited Address, Annual Meeting of the German Statistical Society, Nuremburg, September 14‐17, 2010.

Flynn, T., Louviere, J., Marley, A. A. J., & Coast, J. International valuation of health and quality of life using best‐worst scaling techniques. Valuing Health Workshop II, July 7, 2010. Pre‐Selected Conference Workshop, European Conference of Health Economists, Helsinki, Finland, July 8‐18, 2010.

Flynn, T. N., Johnson, J. G., & Marley, A. A. J. Context dependencies in health utility assessment. University of Victoria, January 15, 2010. Waikato Management School, University of Waikato, New Zealand, March 26, 2010.

Pihlens, D., & Marley, A. A. J. Best‐worst scaling: Case 3, best‐worst choice among multiattribute options (profiles). University of Technology, Sydney, September 16, 2009.

Louviere, J. J., & Marley, A. A. J. Recent developments in BWS Case 1. Special Session, Recent Progress in Best‐Worst Scaling, 2009 Informs Marketing Science Conference, Anna Arbor, June 4‐6, 2009.

Marley, A. A. J., & Pihlens, D. Recent developments in BWS Case 3. Special Session, Recent Progress in Best‐Worst Scaling, 2009 Informs Marketing Science Conference, Anna Arbor, June 4‐6, 2009.

Marley. A. A. J. The best‐worst method for the study of preferences: Theory and Applications. Invited Address, XXIX International Congress of Psychology 2008 Berlin July 20‐25, 2008.

Louviere, J. J., & Marley, A. A. J. Best worst scaling: Method and theory. University of Technology, Sydney, September 18, 2007.

Marley, A. A. J. Basic concepts of best‐worst models for discrete choice. University of Victoria, January 19, 2007.

Marley. A. A. J. A simple and complete model of absolute identification. Invited Address, University of Padua, Italy, October 19, 2006.

Marley. A. A. J. The conceptual and practical basis of the best‐worst method for studying preferences. Invited Address, University of Padua, Italy, October 19, 2006.

Martinez‐Panero, M., Garcia‐Lapresta, J. L., & Marley, A. A. J., Best‐worst voting rules: An axiomatization. Eighth International Meeting of the Society for Social Choice and Welfare, Istanbul, Turkey, July 13‐17, 2006.

Marley, A. A. J. An open problem: Characterizing random utility models of best‐worst choice. Workshop on Polyhedral Combinatorics of Random Utility. DIMACS, Rutgers University, May 24‐26, 2006.

Marley, A. A. J. The basic concepts of best‐worst models for discrete choice, possibly with some links to the evaluation of health states by time‐trade‐offs and standard gambles. University of Technology, Sydney, May 4, 2006. University of South Australia, April 28, 2006.

Marley, A. A. J. Identifying variance components and attribute importance in discrete choice theories.

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University of Technology, Sydney, May 4, 2006. University of South Australia, April 28, 2006.

Garcia‐Lapresta, J. L., Marley, A. A. J., & Martinez‐Panero, M. Characterizing best‐worst voting systems in the voting context. European Public Choice Society, Turku, Finland, April 20‐23, 2006.

Brown, S., Marley, A. A. J., & Heathcote, A. H. How does stimulus and response history affect decision‐making? 71st Annual Meeting of the Psychometric Society, Montreal, June 14‐17, 2006.

Brown, S., Ratcliff, R., Smith, P.L., Marley, A. A. J., & Heathcote, A. H. A ballistic accumulator for absolute identification, and problems with numerical integration of SDEs. Invited Workshop on Diffusion Models, Freiburg, Germany, February 17‐19, 2006. .

Louviere, J. J. Burgess, L., Street, D. & Marley, A.A. J. Modeling the choices of single individuals by eliciting best‐worst preferences in highly statistically efficient choice experiments. Joint ANZMAC‐EMAC Symposium, Milan, May 27, 2005.

Marley, A. A. J., & Louviere, J. J. Probabilistic models for best, worst, and best‐worst choices. University of California, Irvine, March 3, 2005. University of Technology, Sydney, August 11, 2005.

Brown, S., Marley, A. A. J., & Heathcote, A. H. A simple and complete model of absolute identification. 30th Annual Interdisciplinary Conference, Jackson Hole, January 30‐February 4, 2005.

Petrusic, W. M., Shaki, S., & Marley, A.A. J. Memory psychophysics of auditory frequency. The Twentieth Annual Meeting of the International Society for Psychophysics, Coimbra, October 18‐22, 2004.

Lacouture, Y., & Marley, A. A. J. Absolute identification: Data and theory. Department of Psychology: University of Newcastle, Australia, September 2, 2004; University of Victoria, September 20, 2002; McGill University, October 24, 2002.

Luce, R. D. & Marley, A. A. J. To honor L. J. Savage, but to avoid his formulation of the decision situation. 11th International Conference on the Foundations & Applications of Utility, Risk, and Decision Theory, Paris, June 30‐July 3, 2004.

Petrusic, W., Shaki, S., Marley, A. A. J. Long term memory for auditory frequency. Poster, BBCS/SCCC 14th Annual Meeting, St. John’s, Newfoundland, June 12‐14, 2004.

Marley, A. A. J. & Louviere, J. J. A general class of models for best, worst, and simultaneous best worst choices. Winer Memorial Lectures, Purdue University, November 22‐23, 2003. 11th Osnabrueck Seminar on Individual Decisions and Social Choice, Universitat Osnabrueck, May 27‐29, 2004.

Louviere, J. J. & Marley, A. A. J. Best‐worst scaling. Theory and Example applications. University of South Australia; LaTrobe University; University of Auckland (various dates).

Luce, R. D. & Marley, A. A. J. Utility representations of gambles: old, new, and needed. Workshop on Decision Making in Complex Environments. Individual Decision Making. Cornell University, Ithaca, April 5, 2003.

Luce, R. D. & Marley, A. A. J. Utility representations of gambles: old, new, and needed. Economics Workshop on Individual Decision Making, University of California, Irvine. May 17, 2003.

Marley, A. A. J. (Colonius, H., Universitat Oldenburg, and Marley, A. A. J.) Intensive Program 2002. XVIII European Seminar on Mathematical Psychology. Psychological Models of Response Time and Choice. Lectures by Marley on Identification and Categorization, and Connectionist and neural network models Stade, Germany, January 21‐25, 2002. Training Workshop for 40 (graduate) students from throughout Europe.

Marley, A. A. J. Absolute identification: Data and theory. Fellow Lecture, Hanse Wissenschaftskollegg (Hanse Institute for Advanced Study), Delmenhorst, Germany, March 13, 2002.

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Lacouture, Y. & Marley, A. A. J. Full response time distributions in absolute identification modelled via leaky competing decision processes. The Seventeenth Annual Meeting of the International Society for Psychophysics, Leipzig, October 19‐23, 2001.

Marley, A. A J. Measurement of Sensation: The State of the Art. Roundtable Discussion, Seventeenth Annual Meeting of the International Society for Psychophysics, Leipzig, October 19‐23, 2001.

Marley, A. A. J. Participant in 2001 UC Berkeley Invitational Choice Symposium, June 1‐5, 2001. Marley, A. A. J. & Luce, R. D. Convolution of gambles and ranked weighted utility. International Conference on Ordinal and Symbolic Data Analysis, Brussels, Belgium, July 6‐8, 2000.

Luce, R. D. & Marley, A. A. J. Utility of gambling. Conference on Decision‐Making and Cognitive Control Functions: An Exploration of the Neuropsychological/Economic Interface. University of Arizona, Tucson, AZ, February 9‐11, 2001. Lacouture, Y., & Marley, A. A. J. Nonlinear decision processes in absolute identification. The

Sixteenth Annual Meeting of the International Society for Psychophysics, Université Lois Pasteur ENSPS CNRS, Strasbourg, August 31‐September 5, 2000.

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