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Deep Learning for Economists
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Deep Learning for Economists (2025)Deep Learning for EconomistsHistorical newspaper data: A researcher’s guide (2023)Historical newspaper data: A …(Almost) all of entity resolution (2022)(Almost) all of entity resolu…Automated Linking of Historical Data (2021)Automated Linking of Historic…How Well Do Automated Linking Methods Perform? Lessons from US Historical Data (2020)How Well Do Automated Linking…Text as Data (2019)Text as DataModel Cards for Model Reporting (2019)Model Cards for Model Reporti…Newsprint Metropolis (2017)Newsprint MetropolisLarge Language Models: An Applied Econometric Framework (2026)Large Language Models: An App…Understanding Economic Behavior Using Open-Ended Survey Data (2025)Understanding Economic Behavi…The adoption of Large Language Models in economics research (2025)The adoption of Large Languag…Modeling Aspiration Levels in Risky Choices: A Mean-Variance Approach with Neural Network Benchmarks (2025)Modeling Aspiration Levels in…Biodiversity, financial markets, and systemic risk: A synthesizing review (2025)Biodiversity, financial marke…(Generative) AI in Financial Economics (2025)(Generative) AI in Financial …Estimating and Correcting for Misclassification Error in Empirical Textual Research (2024)Estimating and Correcting for…AI-Generated Production Networks: Measurement and Applications to Global Trade (2024)AI-Generated Production Netwo…Twitter mood predicts the stock market (2011)When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)Measuring Economic Policy Uncertainty* (2016)Information: Hard and Soft (2018)Measuring Geopolitical Risk (2022)Firm‐Level Climate Change Exposure (2023)Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD): The TRIPOD Statement (2015)Demarginalizing the Intersection of Race and Sex: A Black Feminist Critique of Antidiscrimination Doctrine, Feminist Theory, and Antiracist Politics [1989] (2018)Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification (2018)Closing the AI accountability gap (2020)A Survey on Bias and Fairness in Machine Learning (2021)On the Opportunities and Risks of Foundation Models (2021)A Theory for Record Linkage (1969)Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida (1989)Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach (1996)The Intergenerational Effects of a Large Wealth Shock: White Southerners After the Civil War (2019)Old Boys’ Clubs and Upward Mobility Among the Educational Elite (2022)On the psychology of prediction. (1973)When the Levee Breaks: Black Migration and Economic Development in the American South (2014)The Long-Run Impact of Cash Transfers to Poor Families (2016)A new strategy for linking U.S. historical censuses: A case study for the IPUMS multigenerational longitudinal panel (2021)Combining family history and machine learning to link historical records: The Census Tree data set (2021)Jim Crow and Black Economic Progress after Slavery (2024)Duplicate Record Detection: A Survey (2006)Data fusion (2009)d-blink: Distributed End-to-End Bayesian Entity Resolution (2020)A knowledge graph embeddings based approach for author name disambiguation using literals (2022)Thirty-three myths and misconceptions about population data: from data capture and processing to linkage (2023)Historical Presidential Betting Markets (2004)What Drives Media Slant? Evidence From U.S. Daily Newspapers (2010)The Effect of Newspaper Entry and Exit on Electoral Politics (2011)Le Comportement de l'Homme Rationnel devant le Risque: Critique des Postulats et Axiomes de l'Ecole Americaine (1953)Human Decisions and Machine Predictions (2017)GPTs are GPTs: Labor market impact potential of LLMs (2024)Piercing a Methodological Bubble: Large Language Models and the Social Sciences (2026)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)Common risk factors in the returns on stocks and bonds (1993)On Persistence in Mutual Fund Performance (1997)Investor Sentiment and the Cross‐Section of Stock Returns (2006)Input Specificity and the Propagation of Idiosyncratic Shocks in Production Networks * (2016)SRISK: A Conditional Capital Shortfall Measure of Systemic Risk (2016)Telling more than we can know: Verbal reports on mental processes. (1977)The Narrative Construction of Reality (1991)Internet, Phone, Mail, and Mixed‐Mode Surveys (2014)AI and perception biases in investments: An experimental study (2026)Homo experiens (2026)
this work references cited by second hop

References

  • 2019Model Cards for Model Reporting3,049 cited
  • 2019Text as Data1,273 cited
  • 2021Automated Linking of Historical Data201 cited
  • 2020How Well Do Automated Linking Methods Perform? Lessons from US Historical Data175 cited
  • 2022(Almost) all of entity resolution95 cited
  • 2023Historical newspaper data: A researcher’s guide20 cited
  • 2017Newsprint Metropolis15 cited

Cited by

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  • 2025(Generative) AI in Financial Economics18 cited
  • 2025Biodiversity, financial markets, and systemic risk: A synthesizing review16 cited
  • 2025The adoption of Large Language Models in economics research10 cited
  • 2024AI-Generated Production Networks: Measurement and Applications to Global Trade9 cited
  • 2024Estimating and Correcting for Misclassification Error in Empirical Textual Research2 cited
  • 2025Modeling Aspiration Levels in Risky Choices: A Mean-Variance Approach with Neural Network Benchmarks0 cited

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