Carlos Cinelli

Personal Details

First Name:	Carlos
Middle Name:
Last Name:	Cinelli
Suffix:
RePEc Short-ID:	pci178
	https://carloscinelli.com

Affiliation

University of California, Los Angeles (UCLA), Department of Statistics (University of California, Los Angeles, Department of Statistics)

http://statistics.ucla.edu/
USA, Los Angeles

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

1. Victor Chernozhukov & Carlos Cinelli & Whitney Newey & Amit Sharma & Vasilis Syrgkanis, 2022. "Long Story Short: Omitted Variable Bias in Causal Machine Learning," NBER Working Papers 30302, National Bureau of Economic Research, Inc.
   • Victor Chernozhukov & Carlos Cinelli & Whitney Newey & Amit Sharma & Vasilis Syrgkanis, 2021. "Long Story Short: Omitted Variable Bias in Causal Machine Learning," Papers 2112.13398, arXiv.org, revised Nov 2023.

   Cited by:

   1. Hünermund Paul & Louw Beyers & Caspi Itamar, 2023. "Double machine learning and automated confounder selection: A cautionary tale," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-12, January.
      • Paul Hunermund & Beyers Louw & Itamar Caspi, 2021. "Double Machine Learning and Automated Confounder Selection -- A Cautionary Tale," Papers 2108.11294, arXiv.org, revised May 2023.

Articles

1. Carlos Cinelli & Chad Hazlett, 2020. "Making sense of sensitivity: extending omitted variable bias," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(1), pages 39-67, February.

   Cited by:

   1. Mari, Gabriele, 2020. "Working-time flexibility is (not the same) for all: Evidence from a right-to-request reform," SocArXiv bnp9r, Center for Open Science.
   2. DiGiuseppe, Matthew & Del Ponte, Alessandro, 2023. "Bottom-Up Sovereign Debt Preferences," SocArXiv wxr67, Center for Open Science.
   3. Lamberova, Natalia, 2021. "The puzzling politics of R&D: Signaling competence through risky projects," Journal of Comparative Economics, Elsevier, vol. 49(3), pages 801-818.
   4. Massimo Morelli & Luigi Guiso & Helios Herrera & Tommaso Sonno, 2023. "Economic Insecurity and the Demand of Populism in Europe," Working Papers 704, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
   5. Corinne Bara & Govinda Clayton, 2023. "Your Reputation Precedes You: Ceasefires and Cooperative Credibility During Civil Conflict," Journal of Conflict Resolution, Peace Science Society (International), vol. 67(7-8), pages 1325-1349, August.
   6. Daniel Karell & Andrew Linke & Edward Holland & Edward Hendrickson, 2023. "“Born for a Storm†: Hard-Right Social Media and Civil Unrest," American Sociological Review, , vol. 88(2), pages 322-349, April.
   7. Heng Chen & Daniel F. Heitjan, 2022. "Analysis of local sensitivity to nonignorability with missing outcomes and predictors," Biometrics, The International Biometric Society, vol. 78(4), pages 1342-1352, December.
   8. Indra de Soysa, 2022. "Economic freedom vs. egalitarianism: An empirical test of weak & strong sustainability, 1970–2017," Kyklos, Wiley Blackwell, vol. 75(2), pages 236-268, May.
   9. Garz, Marcel & Maaß, Sabrina, 2021. "Cartels in the European Union, antitrust action, and public attention," Journal of Economic Behavior & Organization, Elsevier, vol. 186(C), pages 533-547.
   10. Jetter, Michael & Stockley, Kieran, 2023. "On the Empirical Validity of "Gendered Reactions to Terrorist Attacks Can Cause Slumps not Bumps" (Holman et al., 2022)," I4R Discussion Paper Series 41, The Institute for Replication (I4R).
   11. Aoyagi, Keitaro & Sawada, Yasuyuki & Shoji, Masahiro, 2022. "Irrigation infrastructure and trust: Evidence from natural and lab-in-the-field experiments in rural communities," World Development, Elsevier, vol. 156(C).
   12. Johnen, Constantin & Parlasca, Martin & Mußhoff, Oliver, 2023. "Mobile money adoption in Kenya: The role of mobile money agents," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
   13. Abellán, Miguel, 2023. "Catholics, Protestants and Muslims: Similar work ethics, different social and political ethics," Journal of Comparative Economics, Elsevier, vol. 51(3), pages 778-815.
   14. Erdem Dogukan Yilmaz & Tim Meyer & Milan Miric, 2023. "Preventing Others from Commercializing Your Innovation: Evidence from Creative Commons Licenses," Papers 2309.00536, arXiv.org.
   15. Park Soojin & Kang Suyeon & Ma Shujie & Lee Chioun, 2023. "Sensitivity analysis for causal decomposition analysis: Assessing robustness toward omitted variable bias," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-23, January.
   16. Guiso, L. & Herrera, H. & Morelli, M. & Sonno, Tommaso, 2024. "Economic insecurity and the demand for populism in Europe," LSE Research Online Documents on Economics 122069, London School of Economics and Political Science, LSE Library.
   17. Jhorland Ayala‐García & Sandy Dall'Erba, 2022. "The impact of preemptive investment on natural disasters," Papers in Regional Science, Wiley Blackwell, vol. 101(5), pages 1087-1103, October.
       • Jhorland Ayala-García & Sandy Dall’Erba, 2021. "The impact of preemptive investment on natural disasters," Documentos de trabajo sobre Economía Regional y Urbana 301, Banco de la Republica de Colombia.
   18. Jocelyn Lai & Phoebe T. Pham & Jordan Bate & Tracy A. Prout & Alessandro Carollo & Peipei Setoh & Gianluca Esposito & Jessica L. Borelli, 2022. "Being a Parent during COVID-19: Risk for Psychological Distress in the United States and Italy," Social Sciences, MDPI, vol. 11(4), pages 1-20, April.
   19. Fabio Santeramo & Dela-Dem Fiankor, 2023. "Revisiting the impact of per-unit duties on agricultural export prices," RSCAS Working Papers 2023/29, European University Institute.
       • Dela‐Dem Fiankor & Fabio G. Santeramo, 2023. "Revisiting the impact of per‐unit duties on agricultural export prices," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(3), pages 1472-1492, September.
   20. James Ming Chen & Mira Zovko & Nika Šimurina & Vatroslav Zovko, 2021. "Fear in a Handful of Dust: The Epidemiological, Environmental, and Economic Drivers of Death by PM 2.5 Pollution," IJERPH, MDPI, vol. 18(16), pages 1-59, August.
   21. Mohammad Reza Farzanegan & Hassan F. Gholipour, 2021. "Covid-19 Fatalities and Internal Conflict: Does Government Economic Support Matter?," CESifo Working Paper Series 9352, CESifo.
       • Farzanegan, Mohammad Reza & Gholipour, Hassan F., 2023. "COVID-19 fatalities and internal conflict: Does government economic support matter?," European Journal of Political Economy, Elsevier, vol. 78(C).
   22. Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2024. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 42(1), pages 1-13, January.
       • Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2020. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Papers 2012.15716, arXiv.org.
       • Matthew A. Masten & Alexandre Poirier & Linqi Zhang, 2021. "Assessing Sensitivity to Unconfoundedness: Estimation and Inference," Working Papers gueconwpa~21-21-08, Georgetown University, Department of Economics.
   23. Linsenmeier, Manuel, 2021. "Temperature variability and long-run economic development," LSE Research Online Documents on Economics 110499, London School of Economics and Political Science, LSE Library.
       • Linsenmeier, Manuel, 2021. "Temperature variability and long-run economic development," SocArXiv xvucn, Center for Open Science.
   24. Paul Hunermund & Beyers Louw, 2020. "On the Nuisance of Control Variables in Regression Analysis," Papers 2005.10314, arXiv.org, revised Jan 2024.
   25. Betts,Alexander Milton Stedman & Stierna,Maria Flinder & Omata,Naohiko & Sterck,Olivier Christian Brigitte, 2022. "Social Cohesion and Refugee-Host Interactions : Evidence from East Africa," Policy Research Working Paper Series 9917, The World Bank.
   26. Roychowdhury, Punarjit, 2021. "(Em)Powered by Science? Estimating the Relative Labor Market Returns to Majoring in Science in High School in India," Economics of Education Review, Elsevier, vol. 82(C).
   27. Daniel Auer, 2022. "Firing discrimination: Selective labor market responses of firms during the COVID-19 economic crisis," PLOS ONE, Public Library of Science, vol. 17(1), pages 1-30, January.
   28. KITAGAWA, Toru & SAWADA, Masayuki, 2023. "Linear Regressions, Shorts to Long," Discussion Paper Series 747, Institute of Economic Research, Hitotsubashi University.
   29. Pablo Geraldo Bast'ias, 2024. "Credible causal inference beyond toy models," Papers 2402.11659, arXiv.org.
   30. Deepankar Basu, 2023. "The Yule-Frisch-Waugh-Lovell Theorem for Linear Instrumental Variables Estimation," Papers 2307.12731, arXiv.org, revised Aug 2023.
   31. Colnet Bénédicte & Josse Julie & Varoquaux Gaël & Scornet Erwan, 2022. "Causal effect on a target population: A sensitivity analysis to handle missing covariates," Journal of Causal Inference, De Gruyter, vol. 10(1), pages 372-414, January.
   32. Noy, Shakked & Sin, Isabelle, 2021. "The effects of neighbourhood and workplace income comparisons on subjective wellbeing," Journal of Economic Behavior & Organization, Elsevier, vol. 185(C), pages 918-945.
   33. Chelsea W. Koch & Thomas A. Brown & Rémi Amiraux & Carla Ruiz-Gonzalez & Maryam MacCorquodale & Gustavo A. Yunda-Guarin & Doreen Kohlbach & Lisa L. Loseto & Bruno Rosenberg & Nigel E. Hussey & Steve H, 2023. "Year-round utilization of sea ice-associated carbon in Arctic ecosystems," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
   34. Corgnet, Brice & DeSantis, Mark & Siemroth, Christoph, 2023. "Algorithmic Trading, Price Efficiency and Welfare: An Experimental Approach," Economics Discussion Papers 36273, University of Essex, Department of Economics.
       • Brice Corgnet & Mark DeSantis & Christoph Siemroth, 2023. "Algorithmic Trading, Price Efficiency and Welfare: An Experimental Approach," Working Papers 2313, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
   35. Pierpaolo Battigalli, 2023. "A Note On Reduced Strategies And Cognitive Hierarchies In The Extensive And Normal Form," Working Papers 706, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
   36. Matthew A. Masten & Alexandre Poirier, 2022. "The Effect of Omitted Variables on the Sign of Regression Coefficients," Papers 2208.00552, arXiv.org, revised Feb 2023.
   37. Tyrel Stokes & Ian Shrier & Russell Steele, 2023. "Simulation Experiments as a Causal Problem," Papers 2308.10823, arXiv.org.
   38. Singh, Amanjot, 2022. "Oil Price uncertainty and labor investment efficiency," Energy Economics, Elsevier, vol. 116(C).
   39. Christopher Wiley Shay, 2023. "Swords into ploughshares? Why human rights abuses persist after resistance campaigns," Journal of Peace Research, Peace Research Institute Oslo, vol. 60(1), pages 141-156, January.
   40. Geraldo, Pablo, 2024. "Credible causal inference beyond toy models," SocArXiv x4526, Center for Open Science.
   41. Jean Philippe Décieux & Alexandra Mergener, 2021. "German Labor Emigration in Times of Technological Change: Occupational Characteristics and Geographical Patterns," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
   42. Nick Huntington-Klein & Andrew Gill, 2021. "Semester Course Load and Student Performance," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(5), pages 623-650, August.
   43. Hao, Shiming, 2021. "True structure change, spurious treatment effect? A novel approach to disentangle treatment effects from structure changes," MPRA Paper 108679, University Library of Munich, Germany.
   44. Cellini, Stefano, 2021. "Split incentives and endogenous inattention in home retrofits uptake: a story of selection on unobservables?," Energy Economics, Elsevier, vol. 104(C).
   45. Meiyuan Wang & Bin He & Jinsong Zhang & Yanan Jin, 2021. "Analysis of the Effect of Cooperatives on Increasing Farmers’ Income from the Perspective of Industry Prosperity Based on the PSM Empirical Study in Shennongjia Region," Sustainability, MDPI, vol. 13(23), pages 1-18, November.
   46. Georgios Nalbantis & Tim Pawlowski & Dominik Schreyer, 2023. "Substitution Effects and the Transnational Demand for European Soccer Telecasts," Journal of Sports Economics, , vol. 24(4), pages 407-442, May.
   47. Auer, Daniel & Schaub, Max, 2023. "Returning from greener pastures? How exposure to returnees affects migration plans," World Development, Elsevier, vol. 169(C).
   48. Jamie Bologna Pavlik & Maria Tackett, 2022. "The Effect of Presidential Particularism on Economic Well-Being: A County-Level Analysis," Public Finance Review, , vol. 50(2), pages 135-168, March.
   49. Constantin Johnen & Oliver Mußhoff, 2023. "Digital credit and the gender gap in financial inclusion: Empirical evidence from Kenya," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(2), pages 272-295, March.
   50. Wang-Ly, Nathan & Newell, Ben R., 2022. "Allowing early access to retirement savings: Lessons from Australia," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 716-733.
   51. Paul Diegert & Matthew A. Masten & Alexandre Poirier, 2022. "Assessing Omitted Variable Bias when the Controls are Endogenous," Papers 2206.02303, arXiv.org, revised Jul 2023.
   52. Shakil, Golam Saroare & Marsh, Thomas L., 2021. "One Instrument to Rule Them All?," 2021 Annual Meeting, August 1-3, Austin, Texas 314047, Agricultural and Applied Economics Association.
   53. Bo Zhang & Eric J. Tchetgen Tchetgen, 2022. "A semi‐parametric approach to model‐based sensitivity analysis in observational studies," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 668-691, December.
   54. Avuwadah, Benjamin Y. & Kropp, Jaclyn D. & Mullally, Conner C. & Morgan, Stephen N., 2020. "Heterogenous effects of conflict on agricultural production patterns: Evidence from Nigeria," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304417, Agricultural and Applied Economics Association.
   55. Marco Doretti & Martina Raggi & Elena Stanghellini, 2022. "Exact parametric causal mediation analysis for a binary outcome with a binary mediator," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 31(1), pages 87-108, March.
   56. Soojin Park & Kevin M. Esterling, 2021. "Sensitivity Analysis for Pretreatment Confounding With Multiple Mediators," Journal of Educational and Behavioral Statistics, , vol. 46(1), pages 85-108, February.
   57. Sara Hellmüller & Xiang-Yun Rosalind Tan & Corinne Bara, 2024. "What is in a Mandate? Introducing the UN Peace Mission Mandates Dataset," Journal of Conflict Resolution, Peace Science Society (International), vol. 68(1), pages 166-192, January.
   58. Deepankar Basu, 2023. "Formal Covariate Benchmarking to Bound Omitted Variable Bias," Papers 2306.10562, arXiv.org.
   59. Ahrens, Achim & Hangartner, Dominik & Casalis, Marine & Sánchez, Rodrigo, 2023. "Cash-Based Interventions Improve Multidimensional Integration Outcomes of Venezuelan Immigrants," SocArXiv 5sh8a, Center for Open Science.
   60. Xueli Wang & Yen Lee & Xiwei Zhu & Ayse Okur Ozdemir, 2022. "Exploring the Relationship Between Community College Students’ Exposure to Math Contextualization and Educational Outcomes," Research in Higher Education, Springer;Association for Institutional Research, vol. 63(2), pages 309-336, March.
   61. Lorraine Balaine & Doris Läpple & Emma J Dillon & Cathal Buckley, 2023. "Extension and management pathways for enhanced farm sustainability: evidence from Irish dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 50(2), pages 810-850.
   62. Philipp Kugler, 2022. "Wage expectation, information and the decision to become a nurse," IAW Discussion Papers 135, Institut für Angewandte Wirtschaftsforschung (IAW).
   63. Nicolau Martin‐Bassols & Sonja C. de New & David W. Johnston & Michael A. Shields, 2023. "Cognitive activity at work and the risk of dementia," Health Economics, John Wiley & Sons, Ltd., vol. 32(7), pages 1561-1580, July.
   64. Maxim Ananyev, 2019. "Political Economy of Cross-Border Income Shifting: A Protection Racket Approach," Melbourne Institute Working Paper Series wp2019n15, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
   65. Vitor Possebom, 2021. "Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification," Papers 2106.00536, arXiv.org, revised Jul 2023.
   66. Philipp Kugler, 2022. "The role of wage beliefs in the decision to become a nurse," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 94-111, January.
   67. Bagilet, Vincent & Zabrocki-Hallak, Léo, 2022. "Why Some Acute Health Effects of Air Pollution Could Be Inflated," I4R Discussion Paper Series 11, The Institute for Replication (I4R).
   68. Milan Miric & Hakan Ozalp & Erdem Dogukan Yilmaz, 2023. "Trade‐offs to using standardized tools: Innovation enablers or creativity constraints?," Strategic Management Journal, Wiley Blackwell, vol. 44(4), pages 909-942, April.
   69. Shoji, Masahiro & Cato, Susumu & Ito, Asei & Iida, Takashi & Ishida, Kenji & Katsumata, Hiroto & McElwain, Kenneth Mori, 2022. "Mobile health technology as a solution to self-control problems: The behavioral impact of COVID-19 contact tracing apps in Japan," Social Science & Medicine, Elsevier, vol. 306(C).
   70. Wang, Cong & Lu, Yifan, 2020. "Can economic structural change and transition explain cross-country differences in innovative activity?," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
   71. Amanjot Singh, 2023. "Economic growth and labor investment efficiency," International Review of Finance, International Review of Finance Ltd., vol. 23(4), pages 886-902, December.
   72. Zhang, Xiaoke & Xue, Wu & Wang, Qiyue, 2021. "Covariate balancing functional propensity score for functional treatments in cross-sectional observational studies," Computational Statistics & Data Analysis, Elsevier, vol. 163(C).
   73. Li, Bin & Liang, Yilan & Shahab, Yasir & Gull, Ammar Ali & Ashraf, Naeem, 2022. "Parent-subsidiary dispersion, cost of debt and debt default: Evidence from China," Economic Modelling, Elsevier, vol. 107(C).
   74. Lauri Valkonen & Jouni Helske & Juha Karvanen, 2023. "Estimating the causal effect of timing on the reach of social media posts," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 32(2), pages 493-507, June.
   75. Levi, Sebastian & Goldberg, Matthew H., 2021. "Democracy influences climate change concern," SocArXiv 6vk9d, Center for Open Science.
   76. Bo Zhang & Dylan S. Small, 2020. "A calibrated sensitivity analysis for matched observational studies with application to the effect of second‐hand smoke exposure on blood lead levels in children," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(5), pages 1285-1305, November.
   77. Pietro Emilio Spini, 2021. "Robustness, Heterogeneous Treatment Effects and Covariate Shifts," Papers 2112.09259, arXiv.org.
   78. Betts, Alexander & Flinder Stierna, Maria & Omata, Naohiko & Sterck, Olivier, 2023. "Refugees welcome? Inter-group interaction and host community attitude formation," World Development, Elsevier, vol. 161(C).
   79. Linsenmeier, Manuel, 2023. "Temperature variability and long-run economic development," LSE Research Online Documents on Economics 119485, London School of Economics and Political Science, LSE Library.
   80. Felice, Giulia & Tajoli, Lucia, 2021. "Trade balances and global value chains: Is there a link?," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 228-246.
   81. Lieberman, Evan & Martin, Philip & McMurry, Nina, 2021. "When Do Strong Parties “Throw the Bums Out”? Competition and Accountability in South African Candidate Nominations," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 56(3), pages 316-342.

Software components

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Statistics

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Co-authorship network on CollEc

NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 3 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.

1. NEP-BIG: Big Data (2) 2022-01-10 2022-09-05
2. NEP-CMP: Computational Economics (1) 2022-09-05
3. NEP-ECM: Econometrics (1) 2022-01-10
4. NEP-HIS: Business, Economic and Financial History (1) 2012-01-03
5. NEP-HME: Heterodox Microeconomics (1) 2012-01-03

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