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Clustering, Spatial Correlations, and Randomization Inference

Citations

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Cited by:

  1. MacKinnon, James G. & Webb, Matthew D., 2020. "Randomization inference for difference-in-differences with few treated clusters," Journal of Econometrics, Elsevier, vol. 218(2), pages 435-450.
  2. Dasgupta, Susmita & Hossain, Md. Moqbul & Huq, Mainul & Wheeler, David, 2018. "Climate Change, Salinization and High-Yield Rice Production in Coastal Bangladesh," Agricultural and Resource Economics Review, Cambridge University Press, vol. 47(1), pages 66-89, April.
  3. Ludo Peeters & Eloi Schreurs & Steven Passel, 2017. "Heterogeneous Impact of Soil Contamination on Farmland Prices in the Belgian Campine Region: Evidence from Unconditional Quantile Regressions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(1), pages 135-168, January.
  4. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168, Elsevier.
  5. Yu, Jisang & Villoria, Nelson B. & Hendricks, Nathan P., 2019. "The Incidence of Foreign Market Accessibility on Farmland Rental Rates," 2019: Recent Advances in Applied General Equilibrium Modeling: Relevance and Application to Agricultural Trade Analysis, December 8-10, 2019, Washington, DC 339333, International Agricultural Trade Research Consortium.
  6. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
  7. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
  8. MOTOHASHI Kazuyuki & ZHAO Qiuhan, 2023. "University as a Knowledge Source of Innovation: A spatial analysis of the impact on local high-tech startup creation," Discussion papers 23027, Research Institute of Economy, Trade and Industry (RIETI).
  9. Bobonis, Gustavo J. & Stabile, Mark & Tovar, Leonardo, 2020. "Military training exercises, pollution, and their consequences for health," Journal of Health Economics, Elsevier, vol. 73(C).
  10. David Powell, 2017. "Inference with Correlated Clusters," Working Papers WR-1137-1, RAND Corporation.
  11. Pablo Casas-Arce & Albert Saiz, 2015. "Women and Power: Unpopular, Unwilling, or Held Back?," Journal of Political Economy, University of Chicago Press, vol. 123(3), pages 641-669.
  12. Baylis, Kathy & Ham, Andres, 2015. "How important is spatial correlation in randomized controlled trials?," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205586, Agricultural and Applied Economics Association.
  13. Johannes W. Ligtenberg, 2023. "Inference in IV models with clustered dependence, many instruments and weak identification," Papers 2306.08559, arXiv.org, revised Mar 2024.
  14. Gregor Pfeifer & Mirjam Reutter & Kristina Strohmaier, 2020. "Goodbye Smokers’ Corner: Health Effects of School Smoking Bans," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 1068-1104.
  15. Bertocchi, Graziella & Dimico, Arcangelo, 2019. "The long-term determinants of female HIV infection in Africa: The slave trade, polygyny, and sexual behavior," Journal of Development Economics, Elsevier, vol. 140(C), pages 90-105.
  16. Chen, Daniel L. & Levonyan, Vardges & Yeh, Susan, 2016. "Policies Affect Preferences: Evidence from Random Variation in Abortion Jurisprudence," IAST Working Papers 16-58, Institute for Advanced Study in Toulouse (IAST).
  17. Yu, Jisang & Villoria, Nelson B. & Hendricks, Nathan P., 2022. "The incidence of foreign market tariffs on farmland rental rates," Food Policy, Elsevier, vol. 112(C).
  18. Brewer Mike & Crossley Thomas F. & Joyce Robert, 2018. "Inference with Difference-in-Differences Revisited," Journal of Econometric Methods, De Gruyter, vol. 7(1), pages 1-16, January.
  19. Dasgupta, Susmita & Hammer, Dan & Kraft, Robin & Wheeler, David, 2014. "Vyāghranomics in space and time: Estimating habitat threats for Bengal, Indochinese, Malayan and Sumatran tigers," Journal of Policy Modeling, Elsevier, vol. 36(3), pages 433-453.
  20. repec:esx:essedp:729 is not listed on IDEAS
  21. Bruno Ferman, 2019. "Assessing Inference Methods," Papers 1912.08772, arXiv.org, revised Oct 2022.
  22. Liran Einav & Jonathan Levin, 2014. "The Data Revolution and Economic Analysis," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
  23. Walker Hanlon & Antonio Miscio, 2014. "Agglomeration: A Dynamic Approach," NBER Working Papers 20728, National Bureau of Economic Research, Inc.
  24. Gustavo J. Bobonis & Mark Stabile & Leonardo Tovar, 2016. "Bombs and Babies: US Navy Bombing Activity and Infant Health in Vieques, Puerto Rico," NBER Working Papers 22909, National Bureau of Economic Research, Inc.
  25. Wheeler, David & Hammer, Dan & Kraft, Robin & Dasgupta, Susmita & Blankespoor, Brian, 2013. "Economic dynamics and forest clearing: A spatial econometric analysis for Indonesia," Ecological Economics, Elsevier, vol. 85(C), pages 85-96.
  26. Humphreys, Macartan & de la Sierra, Raúl Sánchez & der Windt, Peter Van, 2019. "Exporting democratic practices: Evidence from a village governance intervention in Eastern Congo," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 140, pages 279-301.
  27. James G. MacKinnon & Matthew D. Webb, 2020. "When and How to Deal with Clustered Errors in Regression Models," Working Paper 1421, Economics Department, Queen's University.
  28. Michael P. Leung, 2022. "Dependence‐robust inference using resampled statistics," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 270-285, March.
  29. Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," TSE Working Papers 18-974, Toulouse School of Economics (TSE).
  30. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
  31. Susan Athey & Dean Eckles & Guido W. Imbens, 2018. "Exact p-Values for Network Interference," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(521), pages 230-240, January.
  32. Shanjun Li & Ramanan Laxminarayan, 2015. "Are Physicians' Prescribing Decisions Sensitive to Drug Prices? Evidence from a Free‐antibiotics Program," Health Economics, John Wiley & Sons, Ltd., vol. 24(2), pages 158-174, February.
  33. Chen, Daniel L. & Yeh, Susan, 2016. "Government Expropriation Increases Economic Growth and Racial Inequality: Evidence from Eminent Domain," TSE Working Papers 16-693, Toulouse School of Economics (TSE).
  34. Adam Brzezinski & Valentin Kecht & David Van Dijcke & Austin L. Wright, 2020. "Belief in Science Influences Physical Distancing in Response to COVID-19 Lockdown Policies," Working Papers 2020-56, Becker Friedman Institute for Research In Economics.
  35. Chen, Daniel L., 2018. "Judicial Analytics and the Great Transformation of American Law," IAST Working Papers 18-87, Institute for Advanced Study in Toulouse (IAST).
  36. Chen, Daniel L. & Yeh, Susan, 2016. "How Do Rights Revolutions Occur? Free Speech and the First Amendment," IAST Working Papers 16-51, Institute for Advanced Study in Toulouse (IAST).
  37. Loujaina Abdelwahed & Cole Campbell, 2024. "Unequal ground: oil booms and income inequality in the USA," Economica, London School of Economics and Political Science, vol. 91(363), pages 880-910, July.
  38. Singh, Tejendra Pratap, 2022. "Beyond The Haze: Air Pollution and Student Absenteeism - Evidence from India," OSF Preprints pcva2, Center for Open Science.
  39. Humphreys, Macartan & Sánchez de la Sierra, Raúl & Van der Windt, Peter, 2019. "Exporting democratic practices: Evidence from a village governance intervention in Eastern Congo," Journal of Development Economics, Elsevier, vol. 140(C), pages 279-301.
  40. Chen, Daniel L. & Sethi, Jasmin, 2016. "Insiders, Outsiders, and Involuntary Unemployment: Sexual Harrassment Exacerbates Gender Inequality," TSE Working Papers 16-687, Toulouse School of Economics (TSE).
  41. Marco Francesconi & Jonathan James, 2022. "Alcohol Price Floors and Externalities: The Case of Fatal Road Crashes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(4), pages 1118-1156, September.
  42. Rafael Becerril-Arreola & Randolph E. Bucklin & Raphael Thomadsen, 2021. "Effects of Income Distribution Changes on Assortment Size in the Mainstream Grocery Channel," Management Science, INFORMS, vol. 67(9), pages 5878-5900, September.
  43. F. Coelli & P. Manasse, 2014. "The impact of floods on firms' performance," Working Papers wp946, Dipartimento Scienze Economiche, Universita' di Bologna.
  44. Michael Pollmann, 2020. "Causal Inference for Spatial Treatments," Papers 2011.00373, arXiv.org, revised Jan 2023.
  45. Hanlon, W. Walker & Miscio, Antonio, 2017. "Agglomeration: A long-run panel data approach," Journal of Urban Economics, Elsevier, vol. 99(C), pages 1-14.
  46. Jackie Yenerall & Wen You & Jennie Hill, 2017. "Investigating the Spatial Dimension of Food Access," IJERPH, MDPI, vol. 14(8), pages 1-15, August.
  47. Chen, Daniel L. & Yeh, Susan, 2022. "How do rights revolutions occur? Free speech and the first amendment," TSE Working Papers 22-1396, Toulouse School of Economics (TSE).
  48. Bruno Ferman, 2023. "Inference in difference‐in‐differences: How much should we trust in independent clusters?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 358-369, April.
  49. van der Windt, Peter Cornelis & Humphreys, Macartan, 2020. "Crowdseeding in Eastern Congo: Using Cell Phones to Collect Conflict Events Data in Real Time," SocArXiv u3mvf, Center for Open Science.
  50. Minkyu Shin & Jiwoong Shin & Soheil Ghili & Jaehwan Kim, 2023. "The Impact of the Gig Economy on Product Quality Through the Labor Market: Evidence from Ridesharing and Restaurant Quality," Management Science, INFORMS, vol. 69(5), pages 2620-2638, May.
  51. Lugovskyy, Volodymyr & Skiba, Alexandre, 2015. "How geography affects quality," Journal of Development Economics, Elsevier, vol. 115(C), pages 156-180.
  52. Chang, Tom Y. & Jacobson, Mireille, 2017. "Going to pot? The impact of dispensary closures on crime," Journal of Urban Economics, Elsevier, vol. 100(C), pages 120-136.
  53. Yingfei Mu & Edward A. Rubin & Eric Zou, 2021. "What’s Missing in Environmental (Self-)Monitoring: Evidence from Strategic Shutdowns of Pollution Monitors," NBER Working Papers 28735, National Bureau of Economic Research, Inc.
  54. Schechter, Laura & Vasudevan, Srinivasan, 2023. "Persuading voters to punish corrupt vote-buying candidates: Experimental evidence from a large-scale radio campaign in India," Journal of Development Economics, Elsevier, vol. 160(C).
  55. Zwickl, Klara & Miklin, Xenia & Naqvi, Asjad, 2024. "Sociodemographic disparities in ambient particulate matter exposure in Austria," Ecological Economics, Elsevier, vol. 224(C).
  56. John Gibson & Bonggeun Kim & Susan Olivia, 2010. "Can We Trust Cluster-Corrected Standard Errors? An Application of Spatial Autocorrelation with Exact Locations Known," Working Papers in Economics 10/07, University of Waikato.
  57. Chabé-Ferret, Sylvain & Reynaud, Arnaud & Tène, Eva, 2021. "Water Quality, Policy Diffusion Effects and Farmers’ Behavior," TSE Working Papers 21-1229, Toulouse School of Economics (TSE).
  58. Hugh Gravelle & Rita Santos & Luigi Siciliani & Rosalind Goudie, 2012. "Hospital Quality Competition Under Fixed Prices," Working Papers 080cherp, Centre for Health Economics, University of York.
  59. Ben Yishay, Ariel & Fraker, Andrew & Guiteras, Raymond & Palloni, Giordano & Shah, Neil Buddy & Shirrell, Stuart & Wang, Paul, 2017. "Microcredit and willingness to pay for environmental quality: Evidence from a randomized-controlled trial of finance for sanitation in rural Cambodia," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 121-140.
  60. Birthal, Pratap S. & Hazrana, Jaweriah & Negi, Digvijay S. & Mishra, Ashok K., 2022. "Assessing benefits of crop insurance vis-a-vis irrigation in Indian agriculture," Food Policy, Elsevier, vol. 112(C).
  61. Dekker, Vincent & Strohmaier, Kristina, 2017. "The effect of transfer pricing regulations on intra-industry trade," Hohenheim Discussion Papers in Business, Economics and Social Sciences 32-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
  62. Alberto Abadie & Susan Athey & Guido W. Imbens & Jeffrey M. Wooldridge, 2014. "Finite Population Causal Standard Errors," NBER Working Papers 20325, National Bureau of Economic Research, Inc.
  63. Dasgupta, Susmita & Hossain, Md. Moqbul & Huq, Mainul & Wheeler, David, 2014. "Climate change, soil salinity, and the economics of high-yield rice production in coastal Bangladesh," Policy Research Working Paper Series 7140, The World Bank.
  64. Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
  65. Daniel L. Chen & Susan Yeh, 2023. "How do rights revolutions occur? Free speech and the first amendment," Working Papers hal-03921964, HAL.
  66. Fuentes Cordoba, Gabriel, 2024. "Deforestation and child health in Cambodia," Economics & Human Biology, Elsevier, vol. 52(C).
  67. Mark Partridge & Sydney Schreiner & Alexandra Tsvetkova & Carlianne Elizabeth Patrick, 2020. "The Effects of State and Local Economic Incentives on Business Start-Ups in the United States: County-Level Evidence," Economic Development Quarterly, , vol. 34(2), pages 171-187, May.
  68. Song, Young Chul & Son, Sung Hyun, 2020. "Identifying the impact of geographical proximity on spillover effect of FDI: The evidence from Indian local firms’ performance gains," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
  69. Zappalà, Guglielmo, 2024. "Adapting to climate change accounting for individual beliefs," Journal of Development Economics, Elsevier, vol. 169(C).
  70. Hu, Zihan & Li, Teng, 2019. "Too hot to handle: The effects of high temperatures during pregnancy on adult welfare outcomes," Journal of Environmental Economics and Management, Elsevier, vol. 94(C), pages 236-253.
  71. Mangrum, Daniel, 2022. "Personal finance education mandates and student loan repayment," Journal of Financial Economics, Elsevier, vol. 146(1), pages 1-26.
  72. Peter Van der Windt & Macartan Humphreys, 2016. "Crowdseeding in Eastern Congo," Journal of Conflict Resolution, Peace Science Society (International), vol. 60(4), pages 748-781, June.
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