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Contextuality in Random Variables

Contextuality in Random Variables

Contextuality in Random Variables

A Systematic Introduction
Authors:
Ehtibar N. Dzhafarov, Purdue University, Indiana
Janne V. Kujala, University of Turku, Finland
Víctor H. Cervantes, University of Illinois Urbana-Champaign
Published:
February 2026
Format:
Hardback
ISBN:
9781009671927

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Hardback

    The mathematical essence of contextuality lies in the similarity of random variables answering the same question in different contexts: contextuality means they are less similar when considered within their respective contexts than when isolated from them. This book presents a principled way of measuring this similarity and distinguishing two forms of context-dependence: contextuality and disturbance. While applicable across a broad range of disciplines, the concept of contextuality in this book is closest to that in quantum physics, where its special forms – in the absence of disturbance – are known as Bell non-locality and Kochen–Specker contextuality. This systematic introduction requires no prior familiarity with the subject and only minimal mathematical background. Structured as a textbook, complete with exercises and solutions, it is accessible to a broad readership and suitable for teaching. It will be useful to researchers and students in quantum mechanics, philosophy of science, psychology, computer science, linguistics, and probability theory.

    • Introduces the theory of contextuality step by step, with rigorous proofs, extensive explanations, and exercises with solutions
    • Presents the theory in abstract mathematical terms, mentioning but not confining the presentation to its applications in specific domains, thus making the book accessible to readers from a broad range of disciplines
    • The first systematic presentation of the mathematical foundations of contextuality

    Product details

    February 2026
    Hardback
    9781009671927
    485 pages
    244 × 170 mm
    0.5kg
    Not yet published - available from February 2026

    Table of Contents

    • 1. Preliminaries
    • 2. Context-dependence and contextuality
    • 3. Random variables
    • 4. Systems and their couplings
    • 5. Contextuality I: basic properties
    • 6. Contextuality II: dichotomizations and criteria of contextuality
    • 7. Cyclic systems
    • 8. Consistently connected and consistified systems
    • 9. Hidden variable models
    • 10. Measures of the degree of contextuality
    • 11. Noncontextuality polytopes for cyclic systems
    • Index.
      Authors
    • Ehtibar N. Dzhafarov , Purdue University, Indiana

      Ehtibar N. Dzhafarov is Professor Emeritus at Purdue University, Indiana. He has published over 170 papers in psychology, mathematics, philosophy, and foundations of quantum mechanics, and he has edited six books and four special journal issues. Dzhafarov served as President of the Society for Mathematical Psychology and has received a Humboldt Research Award.

    • Janne V. Kujala , University of Turku, Finland

      Janne V. Kujala is Associate Professor of Statistics at the University of Turku, Finland. He has published over 60 papers in computational statistics, applied probability, foundations of quantum mechanics, mathematical psychology, and learning analytics, and has edited one special journal issue. He received the William K. Estes Early Career award in mathematical psychology.

    • Víctor H. Cervantes , University of Illinois Urbana-Champaign

      Víctor H. Cervantes is Assistant Professor at the University of Illinois Urbana-Champaign, USA. He was awarded a Fulbright Scholarship in 2014, and he received his doctoral degree in mathematical and computational cognitive science from Purdue University.