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Identifying Prediction Mistakes in Observational Data
16 references·3 citing·51 second hop
Identifying Prediction Mistakes in Observational Data (2024)Identifying Prediction Mistakes in Observ…Predictably Unequal? The Effects of Machine Learning on Credit Markets (2021)Predictably Unequal? The Effe…Mitigating bias in algorithmic hiring (2020)Mitigating bias in algorithmi…Information Design: A Unified Perspective (2019)Information Design: A Unified…The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges (2018)The Effects of Pre-Trial Dete…Racial Bias in Bail Decisions* (2018)Racial Bias in Bail Decisions*Behavioral inattention (2018)Behavioral inattentionHuman Decisions and Machine Predictions (2017)Human Decisions and Machine P…Stereotypes* (2016)Stereotypes*Revealed Preference, Rational Inattention, and Costly Information Acquisition (2015)Revealed Preference, Rational…A Sparsity-Based Model of Bounded Rationality * (2014)A Sparsity-Based Model of Bou…What Comes to Mind (2010)What Comes to MindIncarceration Length, Employment, and Earnings (2006)Incarceration Length, Employm…Implications of rational inattention (2003)Implications of rational inat…The robust beauty of improper linear models in decision making. (1979)The robust beauty of improper…A case study of graduate admissions: Application of three principles of human decision making. (1971)A case study of graduate admi…The Economics of Discrimination (1958)The Economics of Discriminati…On preferring people to algorithms (2025)On preferring people to algor…From Predictive Algorithms to Automatic Generation of Anomalies (2024)From Predictive Algorithms to…Discrimination in Multiphase Systems: Evidence from Child Protection (2024)Discrimination in Multiphase …Some International Evidence on Output-Inflation Tradeoffs. (1973)An Economic Theory of Self-Control (1977)Golden Eggs and Hyperbolic Discounting (1997)Sticky Information versus Sticky Prices: A Proposal to Replace the New Keynesian Phillips Curve (2002)Were There Regime Switches in U.S. Monetary Policy? (2006)In Search of Attention (2011)The use of nonlinear, noncompensatory models in decision making. (1970)Conjoint Analysis in Consumer Research: Issues and Outlook (1978)Drawing Valid Meaning from Qualitative Data: Toward a Shared Craft (1984)Norm theory: Comparing reality to its alternatives. (1986)Financial Ratios As Predictors of Failure (1966)Linear models in decision making. (1974)Judgment under Uncertainty: Heuristics and Biases (1975)A circumplex model of affect. (1980)Individual differences in reasoning: Implications for the rationality debate? (2000)Heuristic Decision Making (2010)Judgment under Uncertainty: Heuristics and Biases (1974)Prospect theory: An analysis of decision under risk (1988)Optimal Sticky Prices under Rational Inattention (2009)Diagnostic Expectations and Credit Cycles (2017)Do Investors Care about Carbon Risk? (2019)Empirical Strategies in Labor Economics (1999)When prisoners come home: parole and prisoner reentry (2003)Parental imprisonment, the prison boom, and the concentration of childhood disadvantage (2009)Juvenile Incarceration, Human Capital, and Future Crime: Evidence from Randomly Assigned Judges * (2015)Correctional Populations in the United States, 2015 (2016)The Mark of a Criminal Record (2003)Bootstrap-Based Improvements for Inference with Clustered Errors (2008)New York University Law Review (2017)Revealing Stereotypes: Evidence from Immigrants in Schools (2018)The Impact of Incarceration on Recidivism (2021)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Machine learning and human capital complementarities: Experimental evidence on bias mitigation (2020)Using machine learning to detect misstatements (2020)Forecasting Default with the Merton Distance to Default Model (2008)In Search of Distress Risk (2008)Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy (2017)Algorithmic Fairness: Choices, Assumptions, and Definitions (2020)Bond Risk Premiums with Machine Learning (2020)The Ethics of Artificial Intelligence (2023)Subjective probability: A judgment of representativeness (1972)On the psychology of prediction. (1973)Extensional versus intuitive reasoning: The conjunction fallacy in probability judgment. (1983)Ban the Box, Criminal Records, and Racial Discrimination: A Field Experiment* (2017)Immigration and Redistribution (2022)Toward an adequate taxonomy of personality attributes: Replicated factor structure in peer nomination personality ratings. (1963)Big Data's Disparate Impact (2014)Certifying and Removing Disparate Impact (2015)Discriminated by an algorithm: a systematic review of discrimination and fairness by algorithmic decision-making in the context of HR recruitment and HR development (2020)A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle (2021)Fairness in Machine Learning: A Survey (2023)
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References

  • 2003Implications of rational inattention3,869 cited
  • 1979The robust beauty of improper linear models in decision making.1,969 cited
  • 2017Human Decisions and Machine Predictions1,039 cited
  • 2020Mitigating bias in algorithmic hiring830 cited
  • 2021Predictably Unequal? The Effects of Machine Learning on Credit Markets767 cited
  • 2014A Sparsity-Based Model of Bounded Rationality *705 cited
  • 1971A case study of graduate admissions: Application of three principles of human decision making.572 cited
  • 2018The Effects of Pre-Trial Detention on Conviction, Future Crime, and Employment: Evidence from Randomly Assigned Judges563 cited
  • 2006Incarceration Length, Employment, and Earnings560 cited
  • 2016Stereotypes*560 cited
  • 2019Information Design: A Unified Perspective531 cited
  • 2015Revealed Preference, Rational Inattention, and Costly Information Acquisition501 cited
  • 2010What Comes to Mind478 cited
  • 2018Behavioral inattention415 cited
  • 2018Racial Bias in Bail Decisions*415 cited
  • 1958The Economics of Discrimination

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384 cited

Cited by

  • 2024Discrimination in Multiphase Systems: Evidence from Child Protection32 cited
  • 2025On preferring people to algorithms2 cited
  • 2024From Predictive Algorithms to Automatic Generation of Anomalies1 cited