Gerd Gigerenzer is Director, Max Plank Institute for Human Development, Berlin, and former Professor of Psychology, University of Chicago. He won the AAAS Prize for the best article in the behavioral sciences and the Association of American Publishers Prize for the best book in the social and behavioral sciences. His recent books include Rationality for Mortals (OUP) and Gut Feelings (Penguin), translated into 17 languages. Ralph Hertwig is Professor of Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies bounded and social rationality, experienced-based decision making, and the methodology of the social sciences. He was a recipient of the Heinz Heckhausen Young Scientist Prize and the Charlotte-und-Karl-Bühler Young Career Award.Thorsten Pachur is Research Scientist, Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies the role of memory processes in decision making and the psychology of risky choice.

"This volume makes a powerful case for the importance of fast and frugal heuristics in explaining a wide range of aspects of cognition. It brings together the latest developments in one of the most influential research programmes in the decision sciences, and will provide a valuable stimulus for, and a challenge to, research across the field." Nick Chater, University College London"The Gigerenzer, Hertwig, and Pachur volume is a collection of 40 previously published articles, some of which have been modified to suit the occasion. There are also very helpful introductions to each article. The articles illustrate the variety of ways in which people use heuristics, or rules of thumb, to quickly make decisions." -- John G. Benjafield, PsycCRITIQUES

• IntroductionList of ContributorsAppetizer1. Homo heuristicus: Why Biased Minds Make Better Inferences.Gerd Gigerenzer, and Henry BrightonPart I: TheoryOpening the adaptive toolbox2. Reasoning the Fast and Frugal Way: Models of Bounded Rationality.Gerd Gigerenzer, and Daniel G. Goldstein3. Models of Ecological Rationality: The Recognition Heuristic.Daniel Goldstein and Gerd Gigerenzer4. How Forgetting Aids Heuristic Inference.Lael J. Schooler and R. Hertwig5. Simple Heuristics and Rules of Thumb: Where Psychologists and Behavioral Biologists Might Meet. John M.C. Hutchinson and Gerd Gigerenzer 6. Naive and Yet Enlightened: From Natural Frequencies to Fast and Frugal Decision Trees.Laura Martignon, Oliver Vitouch, Masinori Takezawa, and Malcolm R. Forster7. The Priority Heuristic: Making Choices without Trade-Offs.Eduard Brandstätter, Gerd Gigerenzer, and Ralph Hertwig8. One-Reason Decision making: Modeling Violations of Expected Utility Theory.Konstantinos V. Katsikopoulos and Gerd Gigerenzer9. The Similarity Heuristic.Daniel Read and Yael Grushka-Cockayne10. Hindsight Bias: A By-Product of Knowledge Updating?Ulrich Hoffrage, Ralph Hertwig, and Gerd GigerenzerHow are heuristics selected?11. SSL: A Theory of How People Learn to Select Strategies.Jõrg Rieskamp and Philipp E. Otto Part II: TestsWhen do heuristics work?12. Fast, Frugal, and Fit: Simple Heuristics for Paired Comparison.Laura Martignon and Ulrich Hoffrage13. Heuristic and Linear Lodels of Judgment: Matching Rules and Environments.Robin M. Hogarth and Natalia Karelaia14. Categorization with Limited Resources: A Family of Simple Heuristics.Laura Martignon, Konstantinos V. Katsikopoulo, and Jan K. Woike15. A Signal Detection Analysis of the Recognition Heuristic.Timothy J. Pleskac16. The Relative Success of Recognition-Based Iinference in Multichoice Decisions.Rachel McCloy, C. Philip Beaman, and Philip T. Smith When do people rely on one good reason?17. The Quest for Take-the-Best.Arndt Bröder18. Empirical Tests of a Fast and Frugal Heuristic: Not Everyone "Takes-the-Best."Ben R. Newell, Nicola J. Weston, and David R. Shanks19. A Response-Time Approach to Comparing Generalized Rational and Take-the-Best Models of Decision Making.F. Bryan Bergert and Robert M. Nosofsky20. Sequential Processing of Cues in Memory-Based Multi-Attribute Decisions.Arndt Bröder and Wolfgang Gaissmaier21. Does Imitation Benefit Cue-OrderLlearning?Rocio Garcia-Retamero, Masanori Takezawa, and Gerd Gigerenzer22. The Aging Decision Maker: Cognitive Aging and the Adaptive Selection of Decision Strategies.Rui Mata, Lael J. Schooler, and Jörg RieskampWhen do people rely on name recognition?23. On the Psychology of the Recognition Heuristic: Retrieval Primacy as a Key Determinant of its Use.Thorsten Pachur and Ralph Hertwig24. The Recognition Heuristic in Memory-Based Inference: Is Recognition a Non-Compensatory Cue?Thorsten Pachur, Arndt Bröder, and Julian N. Marewski25. Why You Think Milan is Larger than Modena: Neural Correlates of the Recognition Heuristic.Kirsten G. Volz, Lael J. Schooler, Ricarda I. Schubotz, Markus Raab, Gerd Gigerenzer, and D. Yves von Cramon26. Fluency Heuristic: A Model of How the Mind Exploits a By-Product of Information Retrieval.Ralph Hertwig, Stefan M. Herzog, Lael J. Schooler, and Torsten Reimer27. The Use of Recognition in Group Decision Making.Torsten Reimer and Konstantinos V. Katsikopoulos Part III: Heuristics in the WildCrime28. Psychological Models of Professional Decision Making.Mandeep K. Dhami29. Geographic Profiling: The Fast, Frugal, and Accurate Way.Brent Snook, Paul J. Taylor, and Craig Bennel30. Take-the-Best in Expert-Novice Decision Strategies for Residential Burglary.Rocio Garcia-Retamero and Mandeep K. DhamiSports31. Predicting Wimbledon Tennis Results 2005 by Mere Player Name Recognition.Benjamin Scheibehenne and Arndt Bröder32. Heuristics in Sports That Help Ws Win.W.M. Bennis and Torsten Pachur33. How Dogs Navigate to Catch Frisbees.Dennis M. Shaffer, Scott M. Krauchunas, Marianna Eddy, and Michael K. McBeathInvestment34. Optimal versus Naïve Diversification: How Inefficient in the 1/N Portfolio Strategy?Victor DeMiguel, Lorenzo Garlappi, and Raman Uppal35. Parental Investment: How an Equity Motive Can Produce Inequality.Ralph Hertwig, Jennifer Nerissa Davis, and Frank J. Sulloway36. Instant Customer Base analysis: Managerial Heuristics Often "Get It Right."Markus Wübben and Florian v. WangenheimEveryday things37. Green Defaults: Information Presentation and Pro-Environmental Behavior.Daniel Pichert and Konstantinois V. Katsikopoulos38. "IfEL": Satisficing Algorithms for Mapping Conditional Statements onto Social Domains.Alejandro López-Rousseau and Timothy Ketelaar39. Applying One-Reason Decision Making: The Prioritisation of Literature SearchesMichael D. Lee, Natasha Loughlin, and Ingrid B. Lundberg40. Aggregate Age-at-Marriage Patterns from Individual Mate-Search Heuristics.Peter M. Todd, Francesco C. Billari, and Jorge Simão ReferencesName indexSubject index

Gerd Gigerenzer is Director, Max Plank Institute for Human Development, Berlin, and former Professor of Psychology, University of Chicago. He won the AAAS Prize for the best article in the behavioral sciences and the Association of American Publishers Prize for the best book in the social and behavioral sciences. His recent books include Rationality for Mortals (OUP) and Gut Feelings (Penguin), translated into 17 languages. Ralph Hertwig is Professor of Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies bounded and social rationality, experienced-based decision making, and the methodology of the social sciences. He was a recipient of the Heinz Heckhausen Young Scientist Prize and the Charlotte-und-Karl-Bühler Young Career Award.Thorsten Pachur is Research Scientist, Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies the role of memory processes in decision making and the psychology of risky choice.

"This volume makes a powerful case for the importance of fast and frugal heuristics in explaining a wide range of aspects of cognition. It brings together the latest developments in one of the most influential research programmes in the decision sciences, and will provide a valuable stimulus for, and a challenge to, research across the field." Nick Chater, University College London"The Gigerenzer, Hertwig, and Pachur volume is a collection of 40 previously published articles, some of which have been modified to suit the occasion. There are also very helpful introductions to each article. The articles illustrate the variety of ways in which people use heuristics, or rules of thumb, to quickly make decisions." -- John G. Benjafield, PsycCRITIQUES

• IntroductionList of ContributorsAppetizer1. Homo heuristicus: Why Biased Minds Make Better Inferences.Gerd Gigerenzer, and Henry BrightonPart I: TheoryOpening the adaptive toolbox2. Reasoning the Fast and Frugal Way: Models of Bounded Rationality.Gerd Gigerenzer, and Daniel G. Goldstein3. Models of Ecological Rationality: The Recognition Heuristic.Daniel Goldstein and Gerd Gigerenzer4. How Forgetting Aids Heuristic Inference.Lael J. Schooler and R. Hertwig5. Simple Heuristics and Rules of Thumb: Where Psychologists and Behavioral Biologists Might Meet. John M.C. Hutchinson and Gerd Gigerenzer 6. Naive and Yet Enlightened: From Natural Frequencies to Fast and Frugal Decision Trees.Laura Martignon, Oliver Vitouch, Masinori Takezawa, and Malcolm R. Forster7. The Priority Heuristic: Making Choices without Trade-Offs.Eduard Brandstätter, Gerd Gigerenzer, and Ralph Hertwig8. One-Reason Decision making: Modeling Violations of Expected Utility Theory.Konstantinos V. Katsikopoulos and Gerd Gigerenzer9. The Similarity Heuristic.Daniel Read and Yael Grushka-Cockayne10. Hindsight Bias: A By-Product of Knowledge Updating?Ulrich Hoffrage, Ralph Hertwig, and Gerd GigerenzerHow are heuristics selected?11. SSL: A Theory of How People Learn to Select Strategies.Jõrg Rieskamp and Philipp E. Otto Part II: TestsWhen do heuristics work?12. Fast, Frugal, and Fit: Simple Heuristics for Paired Comparison.Laura Martignon and Ulrich Hoffrage13. Heuristic and Linear Lodels of Judgment: Matching Rules and Environments.Robin M. Hogarth and Natalia Karelaia14. Categorization with Limited Resources: A Family of Simple Heuristics.Laura Martignon, Konstantinos V. Katsikopoulo, and Jan K. Woike15. A Signal Detection Analysis of the Recognition Heuristic.Timothy J. Pleskac16. The Relative Success of Recognition-Based Iinference in Multichoice Decisions.Rachel McCloy, C. Philip Beaman, and Philip T. Smith When do people rely on one good reason?17. The Quest for Take-the-Best.Arndt Bröder18. Empirical Tests of a Fast and Frugal Heuristic: Not Everyone "Takes-the-Best."Ben R. Newell, Nicola J. Weston, and David R. Shanks19. A Response-Time Approach to Comparing Generalized Rational and Take-the-Best Models of Decision Making.F. Bryan Bergert and Robert M. Nosofsky20. Sequential Processing of Cues in Memory-Based Multi-Attribute Decisions.Arndt Bröder and Wolfgang Gaissmaier21. Does Imitation Benefit Cue-OrderLlearning?Rocio Garcia-Retamero, Masanori Takezawa, and Gerd Gigerenzer22. The Aging Decision Maker: Cognitive Aging and the Adaptive Selection of Decision Strategies.Rui Mata, Lael J. Schooler, and Jörg RieskampWhen do people rely on name recognition?23. On the Psychology of the Recognition Heuristic: Retrieval Primacy as a Key Determinant of its Use.Thorsten Pachur and Ralph Hertwig24. The Recognition Heuristic in Memory-Based Inference: Is Recognition a Non-Compensatory Cue?Thorsten Pachur, Arndt Bröder, and Julian N. Marewski25. Why You Think Milan is Larger than Modena: Neural Correlates of the Recognition Heuristic.Kirsten G. Volz, Lael J. Schooler, Ricarda I. Schubotz, Markus Raab, Gerd Gigerenzer, and D. Yves von Cramon26. Fluency Heuristic: A Model of How the Mind Exploits a By-Product of Information Retrieval.Ralph Hertwig, Stefan M. Herzog, Lael J. Schooler, and Torsten Reimer27. The Use of Recognition in Group Decision Making.Torsten Reimer and Konstantinos V. Katsikopoulos Part III: Heuristics in the WildCrime28. Psychological Models of Professional Decision Making.Mandeep K. Dhami29. Geographic Profiling: The Fast, Frugal, and Accurate Way.Brent Snook, Paul J. Taylor, and Craig Bennel30. Take-the-Best in Expert-Novice Decision Strategies for Residential Burglary.Rocio Garcia-Retamero and Mandeep K. DhamiSports31. Predicting Wimbledon Tennis Results 2005 by Mere Player Name Recognition.Benjamin Scheibehenne and Arndt Bröder32. Heuristics in Sports That Help Ws Win.W.M. Bennis and Torsten Pachur33. How Dogs Navigate to Catch Frisbees.Dennis M. Shaffer, Scott M. Krauchunas, Marianna Eddy, and Michael K. McBeathInvestment34. Optimal versus Naïve Diversification: How Inefficient in the 1/N Portfolio Strategy?Victor DeMiguel, Lorenzo Garlappi, and Raman Uppal35. Parental Investment: How an Equity Motive Can Produce Inequality.Ralph Hertwig, Jennifer Nerissa Davis, and Frank J. Sulloway36. Instant Customer Base analysis: Managerial Heuristics Often "Get It Right."Markus Wübben and Florian v. WangenheimEveryday things37. Green Defaults: Information Presentation and Pro-Environmental Behavior.Daniel Pichert and Konstantinois V. Katsikopoulos38. "IfEL": Satisficing Algorithms for Mapping Conditional Statements onto Social Domains.Alejandro López-Rousseau and Timothy Ketelaar39. Applying One-Reason Decision Making: The Prioritisation of Literature SearchesMichael D. Lee, Natasha Loughlin, and Ingrid B. Lundberg40. Aggregate Age-at-Marriage Patterns from Individual Mate-Search Heuristics.Peter M. Todd, Francesco C. Billari, and Jorge Simão ReferencesName indexSubject index

Gerd Gigerenzer is Director, Max Plank Institute for Human Development, Berlin, and former Professor of Psychology, University of Chicago. He won the AAAS Prize for the best article in the behavioral sciences and the Association of American Publishers Prize for the best book in the social and behavioral sciences. His recent books include Rationality for Mortals (OUP) and Gut Feelings (Penguin), translated into 17 languages. Ralph Hertwig is Professor of Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies bounded and social rationality, experienced-based decision making, and the methodology of the social sciences. He was a recipient of the Heinz Heckhausen Young Scientist Prize and the Charlotte-und-Karl-Bühler Young Career Award.Thorsten Pachur is Research Scientist, Cognitive and Decision Sciences, Department of Psychology, University of Basel. He studies the role of memory processes in decision making and the psychology of risky choice.

"This volume makes a powerful case for the importance of fast and frugal heuristics in explaining a wide range of aspects of cognition. It brings together the latest developments in one of the most influential research programmes in the decision sciences, and will provide a valuable stimulus for, and a challenge to, research across the field." Nick Chater, University College London"The Gigerenzer, Hertwig, and Pachur volume is a collection of 40 previously published articles, some of which have been modified to suit the occasion. There are also very helpful introductions to each article. The articles illustrate the variety of ways in which people use heuristics, or rules of thumb, to quickly make decisions." -- John G. Benjafield, PsycCRITIQUES

• IntroductionList of ContributorsAppetizer1. Homo heuristicus: Why Biased Minds Make Better Inferences.Gerd Gigerenzer, and Henry BrightonPart I: TheoryOpening the adaptive toolbox2. Reasoning the Fast and Frugal Way: Models of Bounded Rationality.Gerd Gigerenzer, and Daniel G. Goldstein3. Models of Ecological Rationality: The Recognition Heuristic.Daniel Goldstein and Gerd Gigerenzer4. How Forgetting Aids Heuristic Inference.Lael J. Schooler and R. Hertwig5. Simple Heuristics and Rules of Thumb: Where Psychologists and Behavioral Biologists Might Meet. John M.C. Hutchinson and Gerd Gigerenzer 6. Naive and Yet Enlightened: From Natural Frequencies to Fast and Frugal Decision Trees.Laura Martignon, Oliver Vitouch, Masinori Takezawa, and Malcolm R. Forster7. The Priority Heuristic: Making Choices without Trade-Offs.Eduard Brandstätter, Gerd Gigerenzer, and Ralph Hertwig8. One-Reason Decision making: Modeling Violations of Expected Utility Theory.Konstantinos V. Katsikopoulos and Gerd Gigerenzer9. The Similarity Heuristic.Daniel Read and Yael Grushka-Cockayne10. Hindsight Bias: A By-Product of Knowledge Updating?Ulrich Hoffrage, Ralph Hertwig, and Gerd GigerenzerHow are heuristics selected?11. SSL: A Theory of How People Learn to Select Strategies.Jõrg Rieskamp and Philipp E. Otto Part II: TestsWhen do heuristics work?12. Fast, Frugal, and Fit: Simple Heuristics for Paired Comparison.Laura Martignon and Ulrich Hoffrage13. Heuristic and Linear Lodels of Judgment: Matching Rules and Environments.Robin M. Hogarth and Natalia Karelaia14. Categorization with Limited Resources: A Family of Simple Heuristics.Laura Martignon, Konstantinos V. Katsikopoulo, and Jan K. Woike15. A Signal Detection Analysis of the Recognition Heuristic.Timothy J. Pleskac16. The Relative Success of Recognition-Based Iinference in Multichoice Decisions.Rachel McCloy, C. Philip Beaman, and Philip T. Smith When do people rely on one good reason?17. The Quest for Take-the-Best.Arndt Bröder18. Empirical Tests of a Fast and Frugal Heuristic: Not Everyone "Takes-the-Best."Ben R. Newell, Nicola J. Weston, and David R. Shanks19. A Response-Time Approach to Comparing Generalized Rational and Take-the-Best Models of Decision Making.F. Bryan Bergert and Robert M. Nosofsky20. Sequential Processing of Cues in Memory-Based Multi-Attribute Decisions.Arndt Bröder and Wolfgang Gaissmaier21. Does Imitation Benefit Cue-OrderLlearning?Rocio Garcia-Retamero, Masanori Takezawa, and Gerd Gigerenzer22. The Aging Decision Maker: Cognitive Aging and the Adaptive Selection of Decision Strategies.Rui Mata, Lael J. Schooler, and Jörg RieskampWhen do people rely on name recognition?23. On the Psychology of the Recognition Heuristic: Retrieval Primacy as a Key Determinant of its Use.Thorsten Pachur and Ralph Hertwig24. The Recognition Heuristic in Memory-Based Inference: Is Recognition a Non-Compensatory Cue?Thorsten Pachur, Arndt Bröder, and Julian N. Marewski25. Why You Think Milan is Larger than Modena: Neural Correlates of the Recognition Heuristic.Kirsten G. Volz, Lael J. Schooler, Ricarda I. Schubotz, Markus Raab, Gerd Gigerenzer, and D. Yves von Cramon26. Fluency Heuristic: A Model of How the Mind Exploits a By-Product of Information Retrieval.Ralph Hertwig, Stefan M. Herzog, Lael J. Schooler, and Torsten Reimer27. The Use of Recognition in Group Decision Making.Torsten Reimer and Konstantinos V. Katsikopoulos Part III: Heuristics in the WildCrime28. Psychological Models of Professional Decision Making.Mandeep K. Dhami29. Geographic Profiling: The Fast, Frugal, and Accurate Way.Brent Snook, Paul J. Taylor, and Craig Bennel30. Take-the-Best in Expert-Novice Decision Strategies for Residential Burglary.Rocio Garcia-Retamero and Mandeep K. DhamiSports31. Predicting Wimbledon Tennis Results 2005 by Mere Player Name Recognition.Benjamin Scheibehenne and Arndt Bröder32. Heuristics in Sports That Help Ws Win.W.M. Bennis and Torsten Pachur33. How Dogs Navigate to Catch Frisbees.Dennis M. Shaffer, Scott M. Krauchunas, Marianna Eddy, and Michael K. McBeathInvestment34. Optimal versus Naïve Diversification: How Inefficient in the 1/N Portfolio Strategy?Victor DeMiguel, Lorenzo Garlappi, and Raman Uppal35. Parental Investment: How an Equity Motive Can Produce Inequality.Ralph Hertwig, Jennifer Nerissa Davis, and Frank J. Sulloway36. Instant Customer Base analysis: Managerial Heuristics Often "Get It Right."Markus Wübben and Florian v. WangenheimEveryday things37. Green Defaults: Information Presentation and Pro-Environmental Behavior.Daniel Pichert and Konstantinois V. Katsikopoulos38. "IfEL": Satisficing Algorithms for Mapping Conditional Statements onto Social Domains.Alejandro López-Rousseau and Timothy Ketelaar39. Applying One-Reason Decision Making: The Prioritisation of Literature SearchesMichael D. Lee, Natasha Loughlin, and Ingrid B. Lundberg40. Aggregate Age-at-Marriage Patterns from Individual Mate-Search Heuristics.Peter M. Todd, Francesco C. Billari, and Jorge Simão ReferencesName indexSubject index