The Bounds of Reason: Game Theory and the Unification of the Behavioral Sciences

The Bounds of Reason: Game Theory and the Unification of the Behavioral Sciences

by Herbert Gintis
     
 

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ISBN-10: 0691140529

ISBN-13: 9780691140520

Pub. Date: 03/16/2009

Publisher: Princeton University Press

"Gintis contributes importantly to a new insight gaining ascendancy: economy is about the unintended consequences of human sociality. This book is firmly in the revolutionary tradition of David Hume (Convention) and Adam Smith (Sympathy)."—Vernon L. Smith, Nobel Prize-winning economist

"Herbert Gintis makes a strong case that game theory—by

Overview

"Gintis contributes importantly to a new insight gaining ascendancy: economy is about the unintended consequences of human sociality. This book is firmly in the revolutionary tradition of David Hume (Convention) and Adam Smith (Sympathy)."—Vernon L. Smith, Nobel Prize-winning economist

"Herbert Gintis makes a strong case that game theory—by predicting social norms—provides an essential tool for understanding human social behavior. More provocatively, Gintis suggests that humans have a genetic tendency to follow social norms even when it is to their disadvantage. These claims will be controversial—but they make for fascinating reading."—Eric S. Maskin, Nobel Laureate in Economics

"Recent findings in experimental economics have highlighted the need for a rigorous analytical theory of choice and strategic interaction for the social sciences that captures the unexpectedly wide variety of observed behaviors. In this exciting book, Gintis convincingly argues that an empirically informed game-theoretic approach goes a long way toward achieving this attractive goal."—Ernst Fehr, University of Zurich

"This brave and sweeping book deserves to be widely and carefully read."—Adam Brandenburger, New York University

"The Bounds of Reason makes a compelling case for game theory but at the same time warns readers that there is life beyond game theory and that all social science cannot be understood by this method alone. This splendid book makes skillful use of figures and algebra, and reads like a charm."—Kaushik Basu, Cornell University

"Excellent and stimulating, The Bounds of Reason is broad enough to encompass the central concepts and results in game theory, but discerning enough to omit peripheral developments. The book illustrates deep theoretical results using simple and entertaining examples, makes extensive use of agent-based models and simulation methods, and discusses thorny methodological issues with unusual clarity."—Rajiv Sethi, Barnard College, Columbia University

Product Details

ISBN-13:
9780691140520
Publisher:
Princeton University Press
Publication date:
03/16/2009
Edition description:
New Edition
Pages:
304
Product dimensions:
7.20(w) x 10.10(h) x 1.20(d)

Table of Contents

Preface xiii

Chapter 1: Decision Theory and Human Behavior 1

1.1 Beliefs, Preferences, and Constraints 4

1.2 The Meaning of Rational Action 6

1.3 Why Are Preferences Consistent? 7

1.4 Time Inconsistency 8

1.5 Bayesian Rationality and Subjective Priors 11

1.6 The Biological Basis for Expected Utility 16

1.7 The Allais and Ellsberg Paradoxes 16

1.8 Risk and the Shape of the Utility Function 18

1.9 Prospect Theory 21

1.10 Heuristics and Biases in Decision Making 26

Chapter 2: Game Theory: Basic Concepts 30

2.1 The Extensive Form 30

2.2 The Normal Form 33

2.3 Mixed Strategies 34

2.4 Nash Equilibrium 35

2.5 The Fundamental Theorem of Game Theory 36

2.6 Solving for Mixed-Strategy Nash Equilibria 37

2.7 Throwing Fingers 38

2.8 The Battle of the Sexes 38

2.9 The Hawk-Dove Game 39

2.10 The Prisoner's Dilemma 40

2.11 Alice, Bob, and the Choreographer 41

2.12 An Efficiency-Enhancing Choreographer 43

2.13 The Correlated Equilibrium Solution Concept 44

Chapter 3: Game Theory and Human Behavior 45

3.1 Self- and Other-Regarding Preferences 46

3.2 Methodological Issues in Behavioral Game Theory 49

3.3 An Anonymous Market Exchange 52

3.4 The Rationality of Altruistic Giving 54

3.5 Conditional Altruistic Cooperation 56

3.6 Altruistic Punishment 57

3.7 Strong Reciprocity in the Labor Market 59

3.8 Altruistic Third-Party Punishment 61

3.9 Altruism and Cooperation in Groups 64

3.10 Inequality Aversion 68

3.11 The Trust Game 71

3.12 Character Virtues 73

3.13 The Situational Character of Preferences 75

3.14 The Dark Side of Altruistic Cooperation 77

3.15 Norms of Cooperation: Cross-Cultural Variation 78

Chapter 4: Rationalizability and Common Knowledge of Rationality 83

4.1 Epistemic Games 83

4.2 A Simple Epistemic Game 86

4.3 An Epistemic Battle of the Sexes 87

4.4 Dominated and Iteratedly Dominated Strategies 88

4.5 Eliminating Weakly Dominated Strategies 89

4.6 Rationalizable Strategies 90

4.7 Eliminating Strongly Dominated Strategies 92

4.8 Common Knowledge of Rationality 93

4.9 Rationalizability and Common Knowledge of Rationality 94

4.10 The Beauty Contest 94

4.11 The Traveler's Dilemma 95

4.12 The Modified Traveler's Dilemma 96

4.13 Global Games 98

4.14 CKR Is an Event, Not a Premise 100

Chapter 5: Extensive Form Rationalizability 102

5.1 Backward Induction and Dominated Strategies 102

5.2 Subgame Perfection 104

5.3 Subgame Perfection and Incredible Threats 105

5.4 The Surprise Examination 105

5.5 The Common Knowledge of Logicality Paradox 106

5.6 The Repeated Prisoner's Dilemma 107

5.7 The Centipede Game 108

5.8 CKR Fails Off the Backward Induction Path 110

5.9 How to Play the Repeated Prisoner's Dilemma 112

5.10 The Modal Logic of Knowledge 114

5.11 Backward Induction and Extensive Form CKR 115

5.12 Rationality and Extensive Form CKR 118

5.13 On the Nonexistence of CKR 119

Chapter 6: The Mixing Problem: Purification and Conjectures 121

6.1 Why Play Mixed Strategies? 121

6.2 Harsanyi's Purification Theorem 123

6.3 A Reputational Model of Honesty and Corruption 125

6.4 Purifying Honesty and Corruption 128

6.5 Epistemic Games: Mixed Strategies as Conjectures 128

6.6 Resurrecting the Conjecture Approach to Purification 129

Chapter 7: Bayesian Rationality and Social Epistemology 132

7.1 The Sexes: From Battle to Ballet 133

7.2 The Choreographer Trumps Backward Induction 134

7.3 Property Rights and Correlated Equilibrium 135

7.4 Convention as Correlated Equilibrium 136

7.5 Correlated Strategies and Correlated Equilibria 136

7.6 Correlated Equilibrium and Bayesian Rationality 138

7.7 The Social Epistemology of Common Priors 139

7.8 The Social Epistemology of Common Knowledge 141

7.9 Social Norms 143

7.10 Game Theory and the Evolution of Norms 143

7.11 The Merchants' Wares 144

Chapter 8: Common Knowledge and Nash Equilibrium 146

8.1 Conditions for a Nash Equilibrium in Two-Player Games 146

8.2 A Three-Player Counterexample 147

8.3 The Modal Logic of Common Knowledge 149

8.4 The Commonality of Knowledge 152

8.5 The Tactful Ladies 153

8.6 The Tactful Ladies and the Commonality of Knowledge 156

8.7 Agreeing to Disagree 158

8.8 The Demise of Methodological Individualism 161

Chapter 9: Reflective Reason and Equilibrium Refinements 164

9.1 Perfect, Perfect Bayesian, and Sequential Equilibria 166

9.2 Incredible Threats 167

9.3 Unreasonable Perfect Bayesian Equilibria 170

9.4 The LBR criterion picks out the sequential equilibrium 171

9.5 Selten's Horse: Sequentiality vs. the LBR criterion 171

9.6 The Spence Signaling Model 173

9.7 Irrelevant Node Additions 174

9.8 Improper Sequential Equilibria 175

9.9 Second-Order Forward Induction 176

9.10 Beer and Quiche Without the Intuitive Criterion 177

9.11 An Unreasonable Perfect Equilibrium 178

9.12 The Principle of Insufficient Reason 179

9.13 The Principle of Honest Communication 179

9.14 Induction: Forward is Robust, Backward is Fragile 180

Chapter 10: The Analytics of Human Sociality 181

10.1 Explaining Cooperation: An Overview 181

10.2 Bob and Alice Redux 183

10.3 The Folk Theorem 185

10.4 The Folk Theorem with Imperfect Public Information 188

10.5 Cooperation with Private Signaling 193

10.6 One Cheer For the Folk Theorem 195

10.7 Altruistic Punishing in the Public Goods Game 197

10.8 The Failure of Models of Self-Regarding Cooperation 200

Chapter 11: The Evolution of Property Rights 201

11.1 The Endowment Effect 201

11.2 Territoriality 204

11.3 Property Rights in Young Children 207

11.4 Respect for Possession in Nonhuman Animals 207

11.5 Conditions for a Property Equilibrium 210

11.6 Property and Antiproperty Equilibria 213

11.7 An Antiproperty Equilibrium 217

11.8 Property Rights as Choreographer 220

Chapter 12: The Unification of the Behavioral Sciences 221

12.1 Gene-Culture Coevolution: The Biological Model 223

12.2 Culture and Physiology of Human Communication 228

12.3 Biological and Cultural Dynamics 229

12.4 The Theory of Norms: The Sociological Model 231

12.5 Socialization and the Internalization of Norms 233

12.6 Rational Choice: The Economic Model 234

12.7 Deliberative Choice: The Psychological Model 236

12.8 Application: Addictive Behavior 238

12.9 Game Theory: The Universal Lexicon of Life 239

12.10 Epistemic Game Theory and Social Norms 240

12.11 Society as a Complex Adaptive System 242

12.12 Counterpoint: Biology 244

12.13 Counterpoint: Economics 245

12.14 Counterpoint: Psychology 245

12.15 The Behavioral Disciplines Can Be Unified 247

Chapter 13: Summary 248

Chapter 14: Table of Symbols 250

References 253

Index 283

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