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MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

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  1. Alessi, Lucia & Battiston, Stefano & Kvedaras, Virmantas, 2024. "Over with carbon? Investors’ reaction to the Paris Agreement and the US withdrawal," Journal of Financial Stability, Elsevier, vol. 71(C).
  2. Lin, Chang-Ching & Chang, Yun-chien & Chen, Kong-Pin, 2020. "Knowledge in youth is wisdom in age: an empirical study of attorney experience in torts litigation," International Review of Law and Economics, Elsevier, vol. 63(C).
  3. Haskett, Mary E. & Okoniewski, Katherine C. & Armstrong, Jenna M. & Galanti, Sally & Lowder, Evan & Loehman, Jessica & Lanier, Paul J., 2017. "Feasibility, acceptability, and effects of a peer support group to prevent child maltreatment among parents experiencing homelessness," Children and Youth Services Review, Elsevier, vol. 73(C), pages 187-196.
  4. Xiao, ZhiMin, 2017. "Of young people and Internet cafés," SocArXiv 2d8rz, Center for Open Science.
  5. Zhai, Guocong & Xie, Kun & Yang, Di & Yang, Hong, 2022. "Assessing the safety effectiveness of citywide speed limit reduction: A causal inference approach integrating propensity score matching and spatial difference-in-differences," Transportation Research Part A: Policy and Practice, Elsevier, vol. 157(C), pages 94-106.
  6. Liao, Chuan & Jung, Suhyun & Brown, Daniel G. & Agrawal, Arun, 2024. "Does land tenure change accelerate deforestation? A matching-based four-country comparison," Ecological Economics, Elsevier, vol. 215(C).
  7. 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.
  8. Dong, Hongwei, 2021. "Evaluating the impacts of transit-oriented developments (TODs) on household transportation expenditures in California," Journal of Transport Geography, Elsevier, vol. 90(C).
  9. Rongtao Jiang & Stephanie Noble & Matthew Rosenblatt & Wei Dai & Jean Ye & Shu Liu & Shile Qi & Vince D. Calhoun & Jing Sui & Dustin Scheinost, 2024. "The brain structure, inflammatory, and genetic mechanisms mediate the association between physical frailty and depression," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
  10. Rana, Pushpendra & Sills, Erin O., 2024. "Inviting oversight: Effects of forest certification on deforestation in the Brazilian Amazon," World Development, Elsevier, vol. 173(C).
  11. Hannah Smidt, 2021. "Keeping electoral peace? Activities of United Nations peacekeeping operations and their effects on election-related violence," Conflict Management and Peace Science, Peace Science Society (International), vol. 38(5), pages 580-604, September.
  12. Finocchiaro Castro, Massimo & Guccio, Calogero & Rizzo, Ilde, 2023. "How "one-size-fits-all" public works contract does it better? An assessment of infrastructure provision in Italy," EconStor Preprints 270729, ZBW - Leibniz Information Centre for Economics.
  13. Arne Lauer & Samantha L. Speroni & Myoung Choi & Xiao Da & Christine Duncan & Siobhan McCarthy & Vijai Krishnan & Cole A. Lusk & David Rohde & Mikkel Bo Hansen & Jayashree Kalpathy-Cramer & Daniel J. , 2023. "Hematopoietic stem-cell gene therapy is associated with restored white matter microvascular function in cerebral adrenoleukodystrophy," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  14. Evelyn G. Shu & Jeremy R. Porter & Mathew E. Hauer & Sebastian Sandoval Olascoaga & Jesse Gourevitch & Bradley Wilson & Mariah Pope & David Melecio-Vazquez & Edward Kearns, 2023. "Integrating climate change induced flood risk into future population projections," Nature Communications, Nature, vol. 14(1), pages 1-9, December.
  15. Daniel Garcia Iglesias, 2022. "Propensity Score Matching Underestimates Real Treatment Effect, in a Simulated Theoretical Multivariate Model," Mathematics, MDPI, vol. 10(9), pages 1-8, May.
  16. Pavithra Harsha & Shivaram Subramanian & Joline Uichanco, 2019. "Dynamic Pricing of Omnichannel Inventories," Service Science, INFORMS, vol. 21(1), pages 47-65, January.
  17. Öhrlund, Isak & Schultzberg, Mårten & Bartusch, Cajsa, 2019. "Identifying and estimating the effects of a mandatory billing demand charge," Applied Energy, Elsevier, vol. 237(C), pages 885-895.
  18. Harsh Parikh & Carlos Varjao & Louise Xu & Eric Tchetgen Tchetgen, 2022. "Validating Causal Inference Methods," Papers 2202.04208, arXiv.org, revised Jul 2022.
  19. Khudri, Md Mohsan & Hussey, Andrew, 2024. "Breastfeeding and Child Development Outcomes across Early Childhood and Adolescence: Doubly Robust Estimation with Machine Learning," IZA Discussion Papers 17080, Institute of Labor Economics (IZA).
  20. Rachel A. Neugarten & Ranaivo A. Rasolofoson & Christopher B. Barrett & Ghislain Vieilledent & Amanda D. Rodewald, 2024. "The effect of a political crisis on performance of community forests and protected areas in Madagascar," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
  21. Terry O'Malley, 2021. "The Impact of Repossession Risk on Mortgage Default," Journal of Finance, American Finance Association, vol. 76(2), pages 623-650, April.
  22. Lisa Hermes & Jan Felix Kersten & Albert Nienhaus & Anja Schablon, 2020. "Risk Analysis of Latent Tuberculosis Infection among Health Workers Compared to Employees in Other Sectors," IJERPH, MDPI, vol. 17(13), pages 1-10, June.
  23. Phuong Nguyen-Hoang, 2012. "Fiscal effects of budget referendums: evidence from New York school districts," Public Choice, Springer, vol. 150(1), pages 77-95, January.
  24. Frederik Noack & Ashley Larsen & Johannes Kamp & Christian Levers, 2022. "A bird's eye view of farm size and biodiversity: The ecological legacy of the iron curtain," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(4), pages 1460-1484, August.
  25. von Staden, Lize & Lötter, Mervyn C. & Holness, Stephen & Lombard, Amanda T., 2022. "An evaluation of the effectiveness of Critical Biodiversity Areas, identified through a systematic conservation planning process, to reduce biodiversity loss outside protected areas in South Africa," Land Use Policy, Elsevier, vol. 115(C).
  26. Maekawa, Wakako, 2024. "United Nations peacekeeping operations and multilateral foreign aid: Credibility of good governance," World Development, Elsevier, vol. 176(C).
  27. Jiaming Zeng & Michael F. Gensheimer & Daniel L. Rubin & Susan Athey & Ross D. Shachter, 2022. "Uncovering interpretable potential confounders in electronic medical records," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  28. Jaime Pinilla & Beatriz G. López-Valcárcel & Enrique Bernal-Delgado, 2024. "Unravelling risk selection in Spanish general government employee mutual funds: evidence from cancer hospitalizations in the public health network," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 25(8), pages 1371-1381, November.
  29. Bryan Keller & Elizabeth Tipton, 2016. "Propensity Score Analysis in R," Journal of Educational and Behavioral Statistics, , vol. 41(3), pages 326-348, June.
  30. Sienna Nordquist, 2023. "How does public policy impact trafficking victimization?: An exact matching study in the EU," European Journal of Law and Economics, Springer, vol. 56(1), pages 23-68, August.
  31. Blanco-Varela, Bruno & Amoedo, José Manuel & Sánchez-Carreira, María Carmen, 2024. "Analysing ability grouping in secondary school: A way to improve academic performance and mitigate educational inequalities in Spain?," International Journal of Educational Development, Elsevier, vol. 107(C).
  32. Hai-Yan Yu & Jing-Jing Chen & Jying-Nan Wang & Ya-Ling Chiu & Hang Qiu & Li-Ya Wang, 2019. "Identification of the Differential Effect of City-Level on the Gini Coefficient of Health Service Delivery in Online Health Community," IJERPH, MDPI, vol. 16(13), pages 1-18, June.
  33. Suss, Joel & Bholat, David & Gillespie, Alex & Reader, Tom, 2021. "Organisational culture and bank risk," Bank of England working papers 912, Bank of England.
  34. Yamamoto, Masashi & Kinnaman, Thomas C., 2022. "Is incineration repressing recycling?," Journal of Environmental Economics and Management, Elsevier, vol. 111(C).
  35. Joana Pipa & Francisco Peixoto, 2022. "One Step Back or One Step Forward? Effects of Grade Retention and School Retention Composition on Portuguese Students’ Psychosocial Outcomes Using PISA 2018 Data," Sustainability, MDPI, vol. 14(24), pages 1-19, December.
  36. Lenis, David & Ackerman, Benjamin & Stuart, Elizabeth A., 2018. "Measuring model misspecification: Application to propensity score methods with complex survey data," Computational Statistics & Data Analysis, Elsevier, vol. 128(C), pages 48-57.
  37. Quynh-Lam Tran & Gregorio Benitez & Fadi Shehadeh & Matthew Kaczynski & Eleftherios Mylonakis, 2022. "Clinical Outcomes Associated with SARS-CoV-2 Co-Infection with Rhinovirus and Adenovirus in Adults—A Retrospective Matched Cohort Study," IJERPH, MDPI, vol. 20(1), pages 1-13, December.
  38. Natalia Kajka & Hanna Karakuła-Juchnowicz & Agnieszka Kulik & Paweł Szewczyk & Konrad Hryniewicz, 2023. "Stuck in a Rut of Thought—That Is Just a Barrier: Dysfunctional Metacognitive Beliefs, Limitation on Individual Freedom and Well-Being of Adolescents during COVID-19 Lockdown," IJERPH, MDPI, vol. 20(6), pages 1-15, March.
  39. Andrei Munteanu, 2024. "School Choice, Student Sorting and Academic Performance," Cahiers de recherche / Working Papers 2401, Chaire de recherche sur les enjeux économiques intergénérationnels / Research Chair in Intergenerational Economics.
  40. Jonathan Kush & Sridhar Tayur, 2022. "Video intervention to increase decedent tissue donation by next‐of‐kin," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 2256-2267, May.
  41. Meyer, Maximilian & Klingelhoeffer, Ekkehard & Naidoo, Robin & Wingate, Vladimir & Börner, Jan, 2021. "Tourism opportunities drive woodland and wildlife conservation outcomes of community-based conservation in Namibia's Zambezi region," Ecological Economics, Elsevier, vol. 180(C).
  42. Dong, Hongwei, 2017. "Rail-transit-induced gentrification and the affordability paradox of TOD," Journal of Transport Geography, Elsevier, vol. 63(C), pages 1-10.
  43. Shige Song & Lu Zheng, 2016. "The impact of sent-down movement on Chinese women's age at first marriage," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 34(28), pages 797-826.
  44. Lo, A. W.-T. & Houston, D., 2018. "How do compact, accessible, and walkable communities promote gender equality in spatial behavior?," Journal of Transport Geography, Elsevier, vol. 68(C), pages 42-54.
  45. Huwe, Vera & Gessner, Johannes, 2020. "Are there rebound effects from electric vehicle adoption? Evidence from German household data," ZEW Discussion Papers 20-048, ZEW - Leibniz Centre for European Economic Research.
  46. 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.
  47. Fei, Ding & Liao, Chuan & Yang, Huan, 2021. "Student returnees from China's COVID-19 epicenter: Spatio-temporal movement and impact of tracing," Social Science & Medicine, Elsevier, vol. 287(C).
  48. Chervier, Colas & Costedoat, Sébastien, 2017. "Heterogeneous Impact of a Collective Payment for Environmental Services Scheme on Reducing Deforestation in Cambodia," World Development, Elsevier, vol. 98(C), pages 148-159.
  49. Adrien Coiffard & Raphaële Préget & Mabel Tidball, 2023. "Target versus budget reverse auctions: an online experiment using the strategy method," CEE-M Working Papers hal-04055743, CEE-M, Universtiy of Montpellier, CNRS, INRA, Montpellier SupAgro.
  50. Wendimu, Mengistu Assefa & Henningsen, Arne & Gibbon, Peter, 2016. "Sugarcane Outgrowers in Ethiopia: “Forced” to Remain Poor?," World Development, Elsevier, vol. 83(C), pages 84-97.
  51. Lowder, Evan M. & Diaz, Carmen L. & Grommon, Eric & Ray, Bradley R., 2021. "Effects of pretrial risk assessments on release decisions and misconduct outcomes relative to practice as usual," Journal of Criminal Justice, Elsevier, vol. 73(C).
  52. Alisa Stöber & Pavo Marijic & Christoph Kurz & Larissa Schwarzkopf & Florian Kirsch & Anja Schramm & Reiner Leidl, 2023. "Does uptake of specialty care affect HRQoL development in COPD patients beneficially? A difference-in-difference analysis linking claims and survey data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 24(9), pages 1561-1573, December.
  53. Gecaj, Merita & Shahu, Edmira Ozuni & Imami, Drini & Skreli, Engjell & Jambor, Attila, 2018. "Analysing the impact of subsidies in the Albanian agriculture sector – A comparative approach," 162nd Seminar, April 26-27, 2018, Budapest, Hungary 271964, European Association of Agricultural Economists.
  54. Dario Cestau & Dennis Epple & Richard Romano & Holger Sieg & Carl Wojtaszek, 2020. "College Achievement and Attainment Gaps: Evidence from West Point Cadets," NBER Working Papers 27162, National Bureau of Economic Research, Inc.
  55. Vargas Da Cruz,Marcio Jose, 2014. "Do export promotion agencies promote new exporters ?," Policy Research Working Paper Series 7004, The World Bank.
  56. Putra, Rendra A.A. & Ovsiannikov, Kostiantyn & Kotani, Koji, 2023. "COVID-19-associated income loss and job loss: Evidence from Indonesia," Journal of Asian Economics, Elsevier, vol. 87(C).
  57. Meyer, Maximilian & Hulke, Carolin & Kamwi, Jonathan & Kolem, Hannah & Börner, Jan, 2022. "Spatially heterogeneous effects of collective action on environmental dependence in Namibia’s Zambezi region," World Development, Elsevier, vol. 159(C).
  58. Ramachandra, Varun Karekurve, 2024. "Gender quotas and upward political mobility in India," SocArXiv 4zqve, Center for Open Science.
  59. Mawa, Christopher & Babweteera, Fred & Tumusiime, David Mwesigye, 2022. "Livelihood outcomes after two decades of co-managing a state forest in Uganda," Forest Policy and Economics, Elsevier, vol. 135(C).
  60. Chervier, Colas & Le Velly, Gwenolé & Ezzine-de-Blas, Driss, 2019. "When the Implementation of Payments for Biodiversity Conservation Leads to Motivation Crowding-out: A Case Study From the Cardamoms Forests, Cambodia," Ecological Economics, Elsevier, vol. 156(C), pages 499-510.
  61. Gonzalez-Ramirez, Maria Jimena & Kling, Catherine L. & Arbuckle, J. Gordon Jr., 2015. "Cost-share Effectiveness in the Adoption of Cover Crops in Iowa," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205876, Agricultural and Applied Economics Association.
  62. Dai, Ziyi & Liu, Haobing & Rodgers, Michael O. & Guensler, Randall, 2022. "Electric vehicle market potential and associated energy and emissions reduction benefits," Applied Energy, Elsevier, vol. 322(C).
  63. 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.
  64. Francesca Gastaldi & EugenioPalmieri & Maria Grazia Pazienza & Fiorenza Venturini, 2021. "Mitigare i divari regionali negli investimenti: un?analisi del credito di imposta per il Mezzogiorno," PRISMA Economia - Societ? - Lavoro, FrancoAngeli Editore, vol. 2021(1-2), pages 38-63.
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  66. Peter Psathas, 2024. "Top of the Class Assessing the Credit Performance of Graduates from Secured Credit Card Programs," Consumer Finance Institute discussion papers DP24-02, Federal Reserve Bank of Philadelphia.
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