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Measuring Group Differences in High‐Dimensional Choices: Method and Application to Congressional Speech

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Cited by:

  1. Charles Angelucci & Julia Cagé & Michael Sinkinson, 2024. "Media Competition and News Diets," American Economic Journal: Microeconomics, American Economic Association, vol. 16(2), pages 62-102, May.
  2. Oscar Calvo-Gonz'alez & Axel Eizmendi & Germ'an Reyes, 2022. "The Shifting Attention of Political Leaders: Evidence from Two Centuries of Presidential Speeches," Papers 2209.00540, arXiv.org, revised Jun 2023.
  3. Matilde Bombardini & Bingjing Li & Francesco Trebbi, 2023. "Did US Politicians Expect the China Shock?," American Economic Review, American Economic Association, vol. 113(1), pages 174-209, January.
  4. Sarah Schneider-Strawczynski & Jérôme Valette, 2021. "Media Coverage of Immigration and the Polarization of Attitudes," PSE Working Papers halshs-03322229, HAL.
  5. Joel L. Horowitz & Ahnaf Rafi, 2023. "Bootstrap based asymptotic refinements for high-dimensional nonlinear models," CeMMAP working papers 06/23, Institute for Fiscal Studies.
  6. Julia Cagé & Caroline Le Pennec & Elisa Mougin, 2021. "Corporate Donations and Political Rhetoric: Evidence from a National Ban," Working Papers hal-03877943, HAL.
  7. Niklas Potrafke, 2018. "Government ideology and economic policy-making in the United States—a survey," Public Choice, Springer, vol. 174(1), pages 145-207, January.
  8. Francesca Maria Calamunci & Federico Fabio Frattini, 2023. "When Crime Tears Communities Apart: Social Capital and Organised Crime," Working Papers 2023.08, Fondazione Eni Enrico Mattei.
  9. J Anthony Cookson & Joseph E Engelberg & William Mullins & Hui Chen, 0. "Does Partisanship Shape Investor Beliefs? Evidence from the COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 863-893.
  10. Benjamin Ogden, 2017. "The Imperfect Beliefs Voting Model," Working Papers ECARES ECARES 2017-20, ULB -- Universite Libre de Bruxelles.
  11. Michael Kurschilgen, 2023. "Moral awareness polarizes people’s fairness judgments," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 61(2), pages 339-364, August.
  12. Lockwood, Ben & Le, Minh & Rockey, James, 2024. "Dynamic electoral competition with voter loss-aversion and imperfect recall," Journal of Public Economics, Elsevier, vol. 232(C).
  13. Gómez-Cram, Roberto & Grotteria, Marco, 2022. "Real-time price discovery via verbal communication: Method and application to Fedspeak," Journal of Financial Economics, Elsevier, vol. 143(3), pages 993-1025.
  14. Jerch, Rhiannon & Kahn, Matthew E. & Li, Shanjun, 2017. "The efficiency of local government: The role of privatization and public sector unions," Journal of Public Economics, Elsevier, vol. 154(C), pages 95-121.
  15. Jon H. Fiva & Oda Nedregård & Henning Øien, 2021. "Polarization in Parliamentary Speech," CESifo Working Paper Series 8818, CESifo.
  16. Victor Aguirregabiria & Robert Clark & Hui Wang, 2019. "The Geographic Flow of Bank Funding and Access to Credit: Branch Networks, Local Synergies, and Competition," Working Papers tecipa-639, University of Toronto, Department of Economics.
  17. David Autor & David Dorn & Gordon Hanson & Kaveh Majlesi, 2020. "Importing Political Polarization? The Electoral Consequences of Rising Trade Exposure," American Economic Review, American Economic Association, vol. 110(10), pages 3139-3183, October.
  18. Aprigliano, Valentina & Emiliozzi, Simone & Guaitoli, Gabriele & Luciani, Andrea & Marcucci, Juri & Monteforte, Libero, 2023. "The power of text-based indicators in forecasting Italian economic activity," International Journal of Forecasting, Elsevier, vol. 39(2), pages 791-808.
  19. Samuel Bazzi & Martin Fiszbein & Mesay Gebresilasse, 2020. "Frontier Culture: The Roots and Persistence of “Rugged Individualism” in the United States," Econometrica, Econometric Society, vol. 88(6), pages 2329-2368, November.
  20. Paul Hofmarcher & Sourav Adhikari & Bettina Grun, 2022. "Gaining Insights on U.S. Senate Speeches Using a Time Varying Text Based Ideal Point Model," Papers 2206.10877, arXiv.org.
  21. Ash, Elliott & Gauthier, Germain & Widmer, Philine, 2024. "Relatio: Text Semantics Capture Political and Economic Narratives," Political Analysis, Cambridge University Press, vol. 32(1), pages 115-132, January.
  22. Edoardo Cefalà, 2022. "The political consequences of mass repatriation," Discussion Papers 2022-05, University of Nottingham, GEP.
  23. Laura Battaglia & Timothy Christensen & Stephen Hansen & Szymon Sacher, 2024. "Inference for Regression with Variables Generated from Unstructured Data," CESifo Working Paper Series 11119, CESifo.
  24. Laura Battaglia & Timothy Christensen & Stephen Hansen & Szymon Sacher, 2024. "Inference for Regression with Variables Generated by AI or Machine Learning," Papers 2402.15585, arXiv.org, revised Dec 2024.
  25. Prado, Melissa & Evans, Richard B. & Zambrana, Rafael, 2020. "Identity, Diversity, and Team Performance: Evidence from U.S. Mutual Funds," CEPR Discussion Papers 14305, C.E.P.R. Discussion Papers.
  26. Jeffrey P. Clemens & Parker Rogers, 2020. "Demand Shocks, Procurement Policies, and the Nature of Medical Innovation: Evidence from Wartime Prosthetic Device Patents," CESifo Working Paper Series 8781, CESifo.
  27. Dodge Cahan & Niklas Potrafke, 2021. "The Democrat-Republican presidential growth gap and the partisan balance of the state governments," Public Choice, Springer, vol. 189(3), pages 577-601, December.
  28. Tobias Wekhof & Sébastien Houde, 2023. "Using narratives to infer preferences in understanding the energy efficiency gap," Nature Energy, Nature, vol. 8(9), pages 965-977, September.
  29. Bryan T. Kelly & Asaf Manela & Alan Moreira, 2019. "Text Selection," NBER Working Papers 26517, National Bureau of Economic Research, Inc.
  30. Nicolas Berman & Björn Brey & Jérémy Laurent-Lucchetti, 2023. "Panic politics on the US West Coast," Discussion Papers 2023-06, Nottingham Interdisciplinary Centre for Economic and Political Research (NICEP).
  31. Andres Algaba & David Ardia & Keven Bluteau & Samuel Borms & Kris Boudt, 2020. "Econometrics Meets Sentiment: An Overview Of Methodology And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 512-547, July.
  32. Alessandro Iaria, & Wang, Ao, 2021. "An Empirical Model of Quantity Discounts with Large Choice Sets," The Warwick Economics Research Paper Series (TWERPS) 1378, University of Warwick, Department of Economics.
  33. Yuan Tian, 2020. "International trade liberalization and domestic institutional reform: Effects of WTO accession on Chinese internal migration policy," Discussion Papers 2020-17, University of Nottingham, GEP.
  34. Bose, Neha, 2020. "Attitude towards Immigrants: Evidence from U.S. Congressional Speeches," CAGE Online Working Paper Series 464, Competitive Advantage in the Global Economy (CAGE).
  35. Bose, Neha, 2020. "Attitude towards Immigrants: Evidence from U.S. Congressional Speeches," The Warwick Economics Research Paper Series (TWERPS) 1259, University of Warwick, Department of Economics.
  36. Andres Karjus & Christine Cuskley, 2024. "Evolving linguistic divergence on polarizing social media," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
  37. Das Chaudhury, Ratul & Leister, C. Matthew & Rai, Birendra, 2023. "Influencing a polarized and connected legislature," Games and Economic Behavior, Elsevier, vol. 142(C), pages 833-850.
  38. Steven J. Davis & Stephen Hansen & Cristhian Seminario-Amez, 2020. "Firm-Level Risk Exposures and Stock Returns in the Wake of Covid-19," CESifo Working Paper Series 8594, CESifo.
  39. Robert J. Shiller, 2017. "Narrative Economics," American Economic Review, American Economic Association, vol. 107(4), pages 967-1004, April.
  40. Trebbi, Francesco & Canen, Nathan & Kendall, Chad, 2020. "Political Parties as Drivers of U.S. Polarization: 1927-2018," CEPR Discussion Papers 15607, C.E.P.R. Discussion Papers.
  41. Elliott Ash & Daniel L. Chen & Sergio Galletta, 2022. "Measuring Judicial Sentiment: Methods and Application to US Circuit Courts," Economica, London School of Economics and Political Science, vol. 89(354), pages 362-376, April.
  42. Jon H. Fiva & Oda Nedregård, 2022. "How Does Party Discipline Affect Legislative Behavior? Evidence from Within-Session Variation in Lame Duck Status," CESifo Working Paper Series 9697, CESifo.
  43. Renáta Németh, 2023. "A scoping review on the use of natural language processing in research on political polarization: trends and research prospects," Journal of Computational Social Science, Springer, vol. 6(1), pages 289-313, April.
  44. James N. Druckman & Donald P. Green & Shanto Iyengar, 2023. "Does Affective Polarization Contribute to Democratic Backsliding in America?," The ANNALS of the American Academy of Political and Social Science, , vol. 708(1), pages 137-163, July.
  45. Bennett, Fidel & Escudero, Verónica & Liepmann, Hannah & Podjanin, Ana, 2022. "Using Online Vacancy and Job Applicants' Data to Study Skills Dynamics," VfS Annual Conference 2022 (Basel): Big Data in Economics 264023, Verein für Socialpolitik / German Economic Association.
  46. Caroline Le Pennec, 2024. "Strategic Campaign Communication: Evidence from 30,000 Candidate Manifestos," The Economic Journal, Royal Economic Society, vol. 134(658), pages 785-810.
  47. Carolina Arteaga & Victoria Barone, 2023. "Democracy and The Opioid Epidemic," Working Papers tecipa-765, University of Toronto, Department of Economics.
  48. Morales, Juan S., 2021. "Legislating during war: Conflict and politics in Colombia," Journal of Public Economics, Elsevier, vol. 193(C).
  49. Gloria Gennaro & Elliott Ash, 2022. "Emotion and Reason in Political Language," The Economic Journal, Royal Economic Society, vol. 132(643), pages 1037-1059.
  50. Giampaolo Bonomi, 2024. "Divide and Diverge: Polarization Incentives," Papers 2405.20564, arXiv.org, revised Oct 2024.
  51. Lippmann, Quentin, 2022. "Gender and lawmaking in times of quotas," Journal of Public Economics, Elsevier, vol. 207(C).
  52. Sreevidya Ayyar & Uta Bolt & Eric French & Cormac O'Dea, 2024. "Imagine your life at 25: Gender conformity and later-life outcomes," IFS Working Papers W24/32, Institute for Fiscal Studies.
  53. Miriam Venturini, 2023. "The Imperfect Union: Labor Racketeering, Corruption Exposure, and Its Consequences," Working Papers 202407, University of California at Riverside, Department of Economics.
  54. Verónica Escudero & Hannah Liepmann & Ana Podjanin, 2024. "Using Online Vacancy and Job Applicants' Data to Study Skills Dynamics," Research in Labor Economics, in: Big Data Applications in Labor Economics, Part B, volume 52, pages 35-99, Emerald Group Publishing Limited.
  55. Lundberg, Ian & Brand, Jennie E. & Jeon, Nanum, 2022. "Researcher reasoning meets computational capacity: Machine learning for social science," SocArXiv s5zc8, Center for Open Science.
  56. Niklas Potrafke, 2017. "Government Ideology and Economic Policy-Making in the United States," CESifo Working Paper Series 6444, CESifo.
  57. Jeremias Nieminen & Salla Simola & Janne Tukiainen, 2023. "Political representation and the evolution of group differences within parties: Evidence from 110 years of parliamentary speech," Discussion Papers 161, Aboa Centre for Economics.
  58. Ulrich Matter & Roland Hodler & Johannes Ladwig, 2022. "Personalization of Web Search During the 2020 US Elections," Papers 2209.14000, arXiv.org.
  59. Elliott Ash & Sergio Galletta & Tommaso Giommoni, 2021. "A Machine Learning Approach to Analyze and Support Anti-Corruption Policy," CESifo Working Paper Series 9015, CESifo.
  60. James N. Druckman & Samara Klar & Yanna Krupnikov & Matthew Levendusky & John Barry Ryan, 2021. "Affective polarization, local contexts and public opinion in America," Nature Human Behaviour, Nature, vol. 5(1), pages 28-38, January.
  61. Junze Sun & Arthur Schram & Randolph Sloof, 2019. "A Theory on Media Bias and Elections," Tinbergen Institute Discussion Papers 19-048/I, Tinbergen Institute.
  62. Engelberg, Joseph E. & Guzman, Jorge & Lu, Runjing & Mullins, William, 2021. "Partisan Entrepreneurship," SocArXiv qhs6j, Center for Open Science.
  63. Matthew Lowe & Donghee Jo, 2021. "Legislature Integration and Bipartisanship: A Natural Experiment in Iceland," CESifo Working Paper Series 9452, CESifo.
  64. Matthew Gentzkow & Bryan T. Kelly & Matt Taddy, 2017. "Text as Data," NBER Working Papers 23276, National Bureau of Economic Research, Inc.
  65. Gorkem Bostanci & Pinar Yildirim & Kinshuk Jerath, 2023. "Negative Advertising and Competitive Positioning," Management Science, INFORMS, vol. 69(4), pages 2361-2382, April.
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