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Genetic Matching for Estimating Causal Effects: A General Multivariate Matching Method for Achieving Balance in Observational Studies

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Cited by:

  1. Yang, Hongbo & Lupi, Frank & Zhang, Jindong & Liu, Jianguo, 2020. "Hidden cost of conservation: A demonstration using losses from human-wildlife conflicts under a payments for ecosystem services program," Ecological Economics, Elsevier, vol. 169(C).
  2. Sylvia A. Allegretto & Dave Graham-Squire, 2023. "Monopsony in Professional Labor Markets: Hospital System Concentration and Nurse Wages," Working Papers Series inetwp197, Institute for New Economic Thinking.
  3. Emiliano Magrini & Mauro Vigani, 2016. "Technology adoption and the multiple dimensions of food security: the case of maize in Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 707-726, August.
  4. Jason J. Sauppe & Sheldon H. Jacobson, 2017. "The role of covariate balance in observational studies," Naval Research Logistics (NRL), John Wiley & Sons, vol. 64(4), pages 323-344, June.
  5. Weidmann, Nils B., 2022. "Esoteric beliefs and opposition to Corona restrictions," Working Papers 10, University of Konstanz, Cluster of Excellence "The Politics of Inequality. Perceptions, Participation and Policies".
  6. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
  7. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  8. Kaye Usry & Jason Husser & Aaron Sparks, 2022. "I'm Not a Scientist, I Just Know What I See: Hurricane experience and climate change acceptance," Social Science Quarterly, Southwestern Social Science Association, vol. 103(5), pages 1190-1201, September.
  9. Marius Mehrl, 2023. "Female combatants and rebel group behaviour: Evidence from Nepal," Conflict Management and Peace Science, Peace Science Society (International), vol. 40(3), pages 260-280, May.
  10. Zha Giedt, Jenny, 2016. "Economic Consequences of Announcing Strategic Alternatives," MPRA Paper 81356, University Library of Munich, Germany, revised 10 Sep 2017.
  11. Radó, Márta & Boissonneault, Michaël, 2020. "Short and long-term change in subjective well-being among voluntary and involuntary retirees," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
  12. Sawadogo, Pegdéwendé Nestor, 2020. "Can fiscal rules improve financial market access for developing countries?," Journal of Macroeconomics, Elsevier, vol. 65(C).
  13. Wencui Han & Xunyi Wang & Mehmet Eren Ahsen & Sunil Wattal, 2022. "The Societal Impact of Sharing Economy Platform Self-Regulations—An Empirical Investigation," Information Systems Research, INFORMS, vol. 33(4), pages 1303-1323, December.
  14. Modou Mar & Nadine Massard, 2021. "Animate the cluster or subsidize collaborative R&D? A multiple overlapping treatments approach to assess the impacts of the French cluster policy [The impact of R&D subsidies on R&D employment comp," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 30(4), pages 845-867.
  15. Ignacio Lozano-Espitia & Juan Camilo Restrepo Salazar, 2016. "El papel de la infraestructura rural en el desarrollo agrícola en Colombia," Coyuntura Económica, Fedesarrollo, vol. 46(1), pages 107-147, June.
  16. Tübbicke Stefan, 2022. "Entropy Balancing for Continuous Treatments," Journal of Econometric Methods, De Gruyter, vol. 11(1), pages 71-89, January.
  17. Knaus, Michael C. & Lechner, Michael & Reimers, Anne K., 2020. "For better or worse? – The effects of physical education on child development," Labour Economics, Elsevier, vol. 67(C).
  18. Cai, Yi & Sun, Yucheng & Qi, Wene & Yi, Famin, 2022. "Impact of smartphone use on production outsourcing: evidence from litchi farming in southern China," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 25(4), September.
  19. Aihounton, Ghislain & Henningsen, Arne & Trifkovic, Neda, 2021. "Pesticide Handling and Human Health: Conventional and Organic Cotton Farming in Benin," 2021 Conference, August 17-31, 2021, Virtual 315407, International Association of Agricultural Economists.
  20. Adeola Oyenubi & Martin Wittenberg, 2021. "Does the choice of balance-measure matter under genetic matching?," Empirical Economics, Springer, vol. 61(1), pages 489-502, July.
  21. Arun Advani & Toru Kitagawa & Tymon Słoczyński, 2019. "Mostly harmless simulations? Using Monte Carlo studies for estimator selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(6), pages 893-910, September.
  22. Burt, Zachary & Ercümen, Ayşe & Billava, Narayana & Ray, Isha, 2018. "From intermittent to continuous service: Costs, benefits, equity and sustainability of water system reforms in Hubli-Dharwad, India," World Development, Elsevier, vol. 109(C), pages 121-133.
  23. Waltl, Sofie R., 2018. "Estimating quantile-specific rental yields for residential housing in Sydney," Regional Science and Urban Economics, Elsevier, vol. 68(C), pages 204-225.
  24. Tymon Słoczyński, 2015. "The Oaxaca–Blinder Unexplained Component as a Treatment Effects Estimator," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(4), pages 588-604, August.
  25. Md Saiful Islam & Md Sarowar Morshed & Md. Noor-E-Alam, 2022. "A Computational Framework for Solving Nonlinear Binary Optimization Problems in Robust Causal Inference," INFORMS Journal on Computing, INFORMS, vol. 34(6), pages 3023-3041, November.
  26. Cao, Hung & Phan, Hieu V. & Silveri, Sabatino, 2024. "Data breach disclosures and stock price crash risk: Evidence from data breach notification laws," International Review of Financial Analysis, Elsevier, vol. 93(C).
  27. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
  28. Daniel Ober-Reynolds, 2023. "Estimating Functionals of the Joint Distribution of Potential Outcomes with Optimal Transport," Papers 2311.09435, arXiv.org.
  29. Soumyajit Mazumder, 2016. "Can I stay a BIT longer? The effect of bilateral investment treaties on political survival," The Review of International Organizations, Springer, vol. 11(4), pages 477-521, December.
  30. Florian Neumeier, 2018. "Do Businessmen Make Good Governors?," Economic Inquiry, Western Economic Association International, vol. 56(4), pages 2116-2136, October.
  31. Lateef B. Amusa & Temesgen Zewotir & Delia North, 2019. "A Weighted Covariate Balancing Method of Estimating Causal Effects in Case-Control Studies," Modern Applied Science, Canadian Center of Science and Education, vol. 13(4), pages 1-40, April.
  32. Kevin Arceneaux & Johanna Dunaway & Martin Johnson & Ryan J. Vander Wielen, 2020. "Strategic Candidate Entry and Congressional Elections in the Era of Fox News," American Journal of Political Science, John Wiley & Sons, vol. 64(2), pages 398-415, April.
  33. Acton, Blake & Le, Huyen T.K. & Miller, Harvey J., 2022. "Impacts of bus rapid transit (BRT) on residential property values: A comparative analysis of 11 US BRT systems," Journal of Transport Geography, Elsevier, vol. 100(C).
  34. Thomas Stubbs & Bernhard Reinsberg & Alexander Kentikelenis & Lawrence King, 2020. "How to evaluate the effects of IMF conditionality," The Review of International Organizations, Springer, vol. 15(1), pages 29-73, January.
  35. Suonpää, Karoliina & Aaltonen, Mikko & Tyni, Sasu & Ellonen, Noora & Kivivuori, Janne, 2023. "Post-release outcomes of lethal and non-lethal offenders: Recidivism and participation in employment or education," Journal of Criminal Justice, Elsevier, vol. 88(C).
  36. Frölich, Markus & Huber, Martin & Wiesenfarth, Manuel, 2017. "The finite sample performance of semi- and non-parametric estimators for treatment effects and policy evaluation," Computational Statistics & Data Analysis, Elsevier, vol. 115(C), pages 91-102.
  37. Roberto Rodríguez-Díaz & Víctor Javier Colino-Rabanal & Alejandra Gutierrez-López & María José Blanco-Villegas, 2020. "Effect of Protected Areas on Human Populations in the Context of Colombian Armed Conflict, 2005–2018," Sustainability, MDPI, vol. 13(1), pages 1-20, December.
  38. Guccio, Calogero & Pignataro, Giacomo & Romeo, Domenica & Vidoli, Francesco, 2024. "Is austerity good for efficiency, at least? A counterfactual assessment for the Italian NHS," Socio-Economic Planning Sciences, Elsevier, vol. 92(C).
  39. Jaime Torres, Mónica M. & Carlsson, Fredrik, 2018. "Direct and spillover effects of a social information campaign on residential water-savings," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 222-243.
  40. Gallego, J. M & Paraje, G & Rodríguez-Lesmes, P, 2022. "Inequality of the crowding-out effect of tobacco expenditure in Colombia," Documentos de Trabajo 20304, Universidad del Rosario.
  41. Guanghui Pan, 2024. "Methodological Foundations of Modern Causal Inference in Social Science Research," Papers 2408.00032, arXiv.org.
  42. Quinn Lanners & Harsh Parikh & Alexander Volfovsky & Cynthia Rudin & David Page, 2023. "Variable Importance Matching for Causal Inference," Papers 2302.11715, arXiv.org, revised Jun 2023.
  43. Finocchiaro Castro, Massimo & Guccio, Calogero & Rizzo, Ilde, 2023. "“One-size-fits-all” public works contract does it better? An assessment of infrastructure provision in Italy," Journal of Policy Modeling, Elsevier, vol. 45(5), pages 994-1014.
  44. Alessi, Lucia & Battiston, Stefano & Kvedaras, Virmantas, 2021. "Over with carbon? Investors' reaction to the Paris Agreement and the US withdrawal," JRC Working Papers in Economics and Finance 2021-12, Joint Research Centre, European Commission.
  45. Pécastaing, Nicolas & Salavarriga, Juan, 2022. "The potential impact of fishing in peruvian marine protected areas (MPAs) on artisanal fishery poverty during El Niño events," Ecological Economics, Elsevier, vol. 202(C).
  46. Jason J. Sauppe & Sheldon H. Jacobson & Edward C. Sewell, 2014. "Complexity and Approximation Results for the Balance Optimization Subset Selection Model for Causal Inference in Observational Studies," INFORMS Journal on Computing, INFORMS, vol. 26(3), pages 547-566, August.
  47. Gabriele Spilker & Tobias Böhmelt, 2013. "The impact of preferential trade agreements on governmental repression revisited," The Review of International Organizations, Springer, vol. 8(3), pages 343-361, September.
  48. Miguel Minutti‐Meza, 2014. "Issues in Examining the Effect of Auditor Litigation on Audit Fees," Journal of Accounting Research, Wiley Blackwell, vol. 52(2), pages 341-356, May.
  49. Fe, Hao, 2023. "Social networks and consumer behavior: Evidence from Yelp," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 1-14.
  50. Kaori Narita & J.D. Tena & Claudio Detotto, 2022. "Causal Inference with Observational Data: A Tutorial on Propensity Score Analysis," Working Papers 202225, University of Liverpool, Department of Economics.
  51. Kapeller, Rudolf & Cohen, Jed J. & Kollmann, Andrea & Reichl, Johannes, 2023. "Incentivizing residential electricity consumers to increase demand during periods of high local solar generation," Energy Economics, Elsevier, vol. 127(PA).
  52. Kibriya, Shahriar & Xu, Zhicheng P. & Zhang, Yu, 2015. "The impact of bullying on educational performance in Ghana: A Bias-reducing Matching Approach," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205409, Agricultural and Applied Economics Association.
  53. Thales A. P. West & Sven Wunder & Erin O. Sills & Jan Borner & Sami W. Rifai & Alexandra N. Neidermeier & Andreas Kontoleon, 2023. "Action needed to make carbon offsets from tropical forest conservation work for climate change mitigation," Papers 2301.03354, arXiv.org.
  54. Henningsen, Arne & Mpeta, Daniel F. & Adem, Anwar S. & Kuzilwa, Joseph A. & Czekaj, Tomasz G., 2015. "The Effects of Contract Farming on Efficiency and Productivity of Small-Scare Sunflower Farmers in Tanzania," 2015 Conference, August 9-14, 2015, Milan, Italy 212478, International Association of Agricultural Economists.
  55. Guido Imbens & Yiqing Xu, 2024. "LaLonde (1986) after Nearly Four Decades: Lessons Learned," Papers 2406.00827, arXiv.org, revised Jun 2024.
  56. Shahriar Kibriya & Zhicheng Phil Xu & Yu Zhang, 2017. "The negative consequences of school bullying on academic performance and mitigation through female teacher participation: evidence from Ghana," Applied Economics, Taylor & Francis Journals, vol. 49(25), pages 2480-2490, May.
  57. Michele Campolieti, 2018. "Matching and Inverse Propensity Weighting Estimates of the Union Wage Premium: Evidence from Canada, 1997–2014," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 57(1), pages 101-130, January.
  58. Advani, Arun & Sloczynski, Tymon, 2013. "Mostly Harmless Simulations? On the Internal Validity of Empirical Monte Carlo Studies," IZA Discussion Papers 7874, Institute of Labor Economics (IZA).
  59. Yimin Dai & Ying Yan, 2024. "Mahalanobis balancing: A multivariate perspective on approximate covariate balancing," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 51(4), pages 1450-1471, December.
  60. Jerg Gutmann & Matthias Neuenkirch & Florian Neumeier, 2021. "Sanctioned to Death? The Impact of Economic Sanctions on Life Expectancy and its Gender Gap," Journal of Development Studies, Taylor & Francis Journals, vol. 57(1), pages 139-162, January.
  61. Germeshausen, Robert & von Graevenitz, Kathrine & Achtnicht, Martin, 2022. "Does the stick make the carrot more attractive? State mandates and uptake of renewable heating technologies," Regional Science and Urban Economics, Elsevier, vol. 92(C).
  62. Henningsen, Arne & Mpeta, Daniel F. & Adem, Anwar S. & Kuzilwa, Joseph A. & Czekaj, Tomasz G., 2015. "A Meta-Frontier Approach for Causal Inference in Productivity Analysis: The Effect of Contract Farming on Sunflower Productivity in Tanzania," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 206200, Agricultural and Applied Economics Association.
  63. Massimo Baldini & Daniele Pacifico & Federica Termini, 2015. "Imputation of missing expenditure information in standard household income surveys," Center for the Analysis of Public Policies (CAPP) 0116, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
  64. Luis A. De los Santos‐Montero & Boris E. Bravo‐Ureta, 2017. "Productivity effects and natural resource management: econometric evidence from POSAF‐II in Nicaragua," Natural Resources Forum, Blackwell Publishing, vol. 41(4), pages 220-233, November.
  65. Stephen C. Nelson & Geoffrey P. R. Wallace, 2017. "Are IMF lending programs good or bad for democracy?," The Review of International Organizations, Springer, vol. 12(4), pages 523-558, December.
  66. Koch, Steven F., 2018. "Quasi-experimental evidence on tobacco tax regressivity," Social Science & Medicine, Elsevier, vol. 196(C), pages 19-28.
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  68. Lindlbauer, Ivonne & Schreyögg, Jonas & Winter, Vera, 2016. "Changes in technical efficiency after quality management certification: A DEA approach using difference-in-difference estimation with genetic matching in the hospital industry," European Journal of Operational Research, Elsevier, vol. 250(3), pages 1026-1036.
  69. Morawetz, Ulrich & Sinabell, Franz, 2015. "Assessment Of Targeting In The Rural Development Programme: A Case Study Of The Austria Investment Support Measure," 55th Annual Conference, Giessen, Germany, September 23-25, 2015 210576, German Association of Agricultural Economists (GEWISOLA).
  70. Shangmou Xu & Sean Kelly, 2020. "Re-Examining the Public–Catholic School Gap in STEM Opportunity to Learn: New Evidence from HSLS," Social Sciences, MDPI, vol. 9(8), pages 1-27, July.
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