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๐Ÿ“

Subjective Probability

โœ Scribed by George Wright, Peter Ayton


Publisher
John Wiley & Sons
Year
1994
Tongue
English
Leaves
574
Category
Library

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โœฆ Synopsis


"This book presents a broad ranging view of subjective probability. Chapters range from the discussions of the philosophy of axiom systems through to studies in the psychological laboratory and then to the real world of business decision-making.
Topics covered include subjective probability in statistical inference and expert systems, the treatment of causality in laboratory studies and in scenario planning, whether Man is a Bayesian thinker or a frequentist thinker, descriptive and normative theories of subjective probability, confidence and performance, and subjective probability in gambling and court-room decisions โ€” a wide range of topics. Nevertheless, underpinning all the topics and approaches is a fundamental desire, on the part of the authors, to analyse and document the human ability to deal with uncertainty โ€” no easy task. The multidisciplinary nature of this volume โ€” which includes authorities who are psychologists, philosophers, statisticians, management scientists, educationalists, and corporate planners โ€” illustrates the essentially human challenge of this enormous project.

The book is organized into four major parts. The first, Background, provides the philosophical and statistical foundations. The second, Studies in the Psychological Laboratory, overviews theory and research in cognitive and developmental psychology. The third, Accuracy of Probability Judgements, focuses on theories and models that allow assessment of the quality of assessed probabilities. The fourth, Real World Studies, reviews subjective probability judgement in situations that have material consequences for the decision-makers."

โœฆ Table of Contents


  • List of Contributors
  • Preface
    PART ONE: BACKGROUND
  • Chapter 1: "Foundations", Dennis Lindley
  • Chapter 2: "Qualitative Theory of Subjective Probability", Patrick Suppes
  • Chapter 3: "Probability, Uncertainty and the Practice of Statistics", Colin Howson and Peter Urbach
  • Chapter 4: "The Subjective Aspect of Probability", Glenn Shafer
  • "On the Necessity of Probability: Reasons to Believe and Grounds for Doubt", John Fox
    PART TWO: STUDIES IN THE PSYCHOLOGICAL LABORATORY
  • Chapter 6: "Laboratory Studies of Subjective Probability: a Status Report", Lee Roy Beach and Gary P. Braun

  • Chapter 7: "Why the Distinction between Single-event Probabilities and Frequencies is Important for Psychology (and Vice Versa)", Gerd Gigerenzer

  • Chapter 8: "Subjective Probability: What Should We Believe?", Peter Ayton and George Wright
  • Chapter 9: "Applying a Cognitive Perspective to Probability Construction", Shawn P. Curley & P. George Benson
  • Chapter 10: "Variants of Subjective Probabilities; Concepts, Norms, and Biases", Karl Halvor Teigen
  • Chapter 11: "The Origins of Probability Judgment; a Review of Data and Theories", Valerie F. Reyna and Charles J. Brainerd
  • Chapter 12: "Ambiguous Probabilities and the Paradoxes of Expected Utility", Jonathan Baron and Deborah Frisch
  • Chapter 13: "Risk Perception: Main Issues, Approaches and Findings", Wibecke Brun
  • Chapter 14: "Relations between Confidence and Skilled Performance", Nigel Harvey
  • Chapter 15: "The Ups and Downs of the Hope Function in a Fruitless Search", Ruma Falk, Abigail Lipson and Clifford Konold
    PART THREE: ACCURACY OF PROBABILITY JUDGMENTS
  • Chapter 16: "Subjective Probability Accuracy Analysis", J. Frank Yates
  • Chapter 17: "Discrete Subjective Probabilities and Decision Analysis: Elicitation, Calibration and Combination", William R. Ferrell
  • Chapter 18: "The Calibration of Subjective Probabilities: Theories and Models 1980-94", Alastair G.R. McClelland and Fergus Bolger
    PART FOUR: REAL-WORLD STUDIES
  • Chapter 19: "The Rationality of Gambling: Gamblers' Conceptions of Probability, Chance and Luck", Gideon Keren
  • Chapter 20: "Uncertainty and Subjective Probability in AI Systems", Paul J. Krause and Dominic A. Clark
  • Chapter 21: "The Subjective Probability of Guilt", Willem A. Wagenaar
  • Chapter 22: "Probabilistic Planning and Scenario Planning", Kees van der Heijden
  • Index

โœฆ Subjects


statistics, subjective probability, Bayesian statistics, psychology, heuristics & biases, frequency interpretation of probability, expected utility, hope function, calibration, planning, expert elicitation


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