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Decision Forest: A Nonparametric Approach to Modeling Irrational Choice
16 references·5 citing·34 second hop
Decision Forest: A Nonparametric Approach to Modeling Irrational Choice (2022)Decision Forest: A Nonparametric Approach…Analytics for an Online Retailer: Demand Forecasting and Price Optimization (2015)Analytics for an Online Retai…Predictably Irrational? (2014)Predictably Irrational?Database Paper—The IRI Marketing Data Set (2008)Database Paper—The IRI Market…Uncertain convex programs: randomized solutions and confidence levels (2004)Uncertain convex programs: ra…Discrete Choice Methods with Simulation (2001)Discrete Choice Methods with …Mixed MNL models for discrete response (2000)Mixed MNL models for discrete…Context-Dependent Preferences (1993)Context-Dependent PreferencesChoice Based on Reasons: The Case of Attraction and Compromise Effects (1989)Choice Based on Reasons: The …Prospect theory: An analysis of decision under risk (1988)Prospect theory: An analysis …Discrete choice analysis: Theory and application to travel demand (1988)Discrete choice analysis: The…Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Discrete Choice Analysis: The…Adding Asymmetrically Dominated Alternatives: Violations of Regularity and the Similarity Hypothesis (1982)Adding Asymmetrically Dominat…Prospect Theory: An Analysis of Decision under Risk (1979)Prospect Theory: An Analysis …Random Orderings and Stochastic Theories of Responses (1960) (1974)Random Orderings and Stochast…Elimination by aspects: A theory of choice. (1972)Elimination by aspects: A the…Intransitivity of preferences. (1969)Intransitivity of preferences.Context effects in consumer decision-making: developments in experimental realism and a framework to establish practical relevance (2026)Context effects in consumer d…Axioms of Rationality for Discrete Choice Models (2024)Axioms of Rationality for Dis…Frontiers in Service Science: Data-Driven Revenue Management: The Interplay of Data, Model, and Decisions (2023)Frontiers in Service Science:…Developing Operations Management Data Analytics (2022)Developing Operations Managem…The Use of Binary Choice Forests to Model and Estimate Discrete Choices (2019)The Use of Binary Choice Fore…Individual Choice Behavior: A Theoretical Analysis. (1960)Comparison of Bayesian and regression approaches to the study of information processing in judgment (1971)Features of similarity. (1977)Construal-level theory of psychological distance. (2010)The theory of decision making. (1954)Individual Choice Behavior (1962)Formative assessment and the design of instructional systems (1989)Advances in prospect theory: Cumulative representation of uncertainty (1992)Individual differences in reasoning: Implications for the rationality debate? (2000)Representativeness Revisited: Attribute Substitution in Intuitive Judgment (2002)Heuristics and Biases: The Psychology of Intuitive Judgment (2004)A Theory of Cognitive Dissonance (2017)Exchange and Power in Social Life (2017)Conditional logit analysis of qualitative choice behavior (1972)Adaptive strategy selection in decision making. (1988)Choice in Context: Tradeoff Contrast and Extremeness Aversion (1992)Risk, Ambiguity, and the Savage Axioms (1961)Judgment under Uncertainty: Heuristics and Biases (1975)The Framing of Decisions and the Psychology of Choice (1981)Exploration and Exploitation in Organizational Learning (1991)Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance (2007)Theory of games and economic behavior (2019)Empirical research on nominal exchange rates (1995)Measuring Market Power in the Ready-to-Eat Cereal Industry (1998)A latent class model for discrete choice analysis: contrasts with mixed logit (2003)The Mixed Logit model: The state of practice (2003)Specification Tests in Econometrics (1978)Automobile Prices in Market Equilibrium (1995)Conducting Discrete Choice Experiments to Inform Healthcare Decision Making (2008)How the built environment affects physical activity (2002)UrbanSim: Modeling Urban Development for Land Use, Transportation, and Environmental Planning (2002)Examining the Impacts of Residential Self‐Selection on Travel Behaviour: A Focus on Empirical Findings (2009)Experience-weighted Attraction Learning in Normal Form Games (1999)Statistical Methods for the Analysis of Discrete Choice Experiments: A Report of the ISPOR Conjoint Analysis Good Research Practices Task Force (2016)
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References

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  • 2001Discrete Choice Methods with Simulation7,780 cited
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  • 1969Intransitivity of preferences.2,195 cited
  • 1982Adding Asymmetrically Dominated Alternatives: Violations of Regularity and the Similarity Hypothesis1,944 cited
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  • 2015Analytics for an Online Retailer: Demand Forecasting and Price Optimization542 cited
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  • 2008Database Paper—The IRI Marketing Data Set448 cited
  • 2014

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Predictably Irrational?
373 cited

Cited by

  • 2022Developing Operations Management Data Analytics34 cited
  • 2023Frontiers in Service Science: Data-Driven Revenue Management: The Interplay of Data, Model, and Decisions23 cited
  • 2019The Use of Binary Choice Forests to Model and Estimate Discrete Choices8 cited
  • 2026Context effects in consumer decision-making: developments in experimental realism and a framework to establish practical relevance2 cited
  • 2024Axioms of Rationality for Discrete Choice Models1 cited