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From LATE to MTE: Alternative methods for the evaluation of policy interventions

Citations

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Cited by:

  1. Kettlewell, Nathan & Siminski, Peter, 2020. "Optimal Model Selection in RDD and Related Settings Using Placebo Zones," IZA Discussion Papers 13639, Institute of Labor Economics (IZA).
  2. David Card & Alessandra Fenizia & David Silver, 2023. "The Health Impacts of Hospital Delivery Practices," American Economic Journal: Economic Policy, American Economic Association, vol. 15(2), pages 42-81, May.
  3. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
  4. Domenico Depalo, 2020. "Explaining the causal effect of adherence to medication on cholesterol through the marginal patient," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 110-126, October.
  5. Will Dobbie & Andres Liberman & Daniel Paravisini & Vikram Pathania, 2021. "Measuring Bias in Consumer Lending [Loan Prospecting and the Loss of Soft Information]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(6), pages 2799-2832.
  6. Matthias Westphal & Daniel A Kamhöfer & Hendrik Schmitz, 2022. "Marginal College Wage Premiums Under Selection Into Employment," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2231-2272.
  7. Narayanan, Sudha, 2021. "Food security from free collection of foods: Evidence from India," Food Policy, Elsevier, vol. 100(C).
  8. Rob J. M. Alessie & Viola Angelini & Jochen O. Mierau & Laura Viluma, 2020. "Moral hazard and selection for voluntary deductibles," Health Economics, John Wiley & Sons, Ltd., vol. 29(10), pages 1251-1269, October.
  9. Cerqua, Augusto & Urwin, Peter & Thomson, Dave & Bibby, David, 2020. "Evaluation of education and training impacts for the unemployed: Challenges of new data," Labour Economics, Elsevier, vol. 67(C).
  10. Yamaguchi, Shintaro & Asai, Yukiko & Kambayashi, Ryo, 2018. "Effects of subsidized childcare on mothers’ labor supply under a rationing mechanism," Labour Economics, Elsevier, vol. 55(C), pages 1-17.
  11. Kelishomi, Ali Moghaddasi & Nisticò, Roberto, 2024. "Economic sanctions and informal employment," Labour Economics, Elsevier, vol. 89(C).
  12. Shahzad, Muhammad Faisal & Abdulai, Awudu, 2020. "Adaptation to extreme weather conditions and farm performance in rural Pakistan," Agricultural Systems, Elsevier, vol. 180(C).
  13. Agan, Amanda & Doleac, Jennifer & Harvey, Anna, 2021. "Misdemeanor Prosecution," IZA Discussion Papers 14234, Institute of Labor Economics (IZA).
  14. Richard Kwasi Bannor & Yaw Gyekye, 2022. "Unpacking The Nexus Between Broiler Contract Farming and Its Impact in Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(6), pages 2759-2786, December.
  15. Patrick Kline & Christopher R. Walters, 2019. "On Heckits, LATE, and Numerical Equivalence," Econometrica, Econometric Society, vol. 87(2), pages 677-696, March.
  16. Giesecke, Matthias & Schuß, Eric, 2019. "Heterogeneity in marginal returns to language training of immigrants," IAB-Discussion Paper 201919, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  17. Thomas Cornelissen & Christian Dustmann & Anna Raute & Uta Schönberg, 2018. "Who Benefits from Universal Child Care? Estimating Marginal Returns to Early Child Care Attendance," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2356-2409.
  18. Julia Schmieder, 2020. "Fertility as a Driver of Maternal Employment," Discussion Papers of DIW Berlin 1882, DIW Berlin, German Institute for Economic Research.
  19. Olivier De Groote & Koen Declercq, 2021. "Tracking and specialization of high schools: Heterogeneous effects of school choice," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 36(7), pages 898-916, November.
  20. Hoshino, Tadao & Yanagi, Takahide, 2023. "Treatment effect models with strategic interaction in treatment decisions," Journal of Econometrics, Elsevier, vol. 236(2).
  21. Akabayashi, Hideo & Ruberg, Tim & Shikishima, Chizuru & Yamashita, Jun, 2023. "Education-oriented and care-oriented preschools: Implications on child development," Labour Economics, Elsevier, vol. 84(C).
  22. Bedoya Arguelles,Guadalupe & Bittarello,Luca & Davis,Jonathan Martin Villars & Mittag,Nikolas Karl & Bedoya Arguelles,Guadalupe & Bittarello,Luca & Davis,Jonathan Martin Villars & Mittag,Nikolas Karl, 2017. "Distributional impact analysis: toolkit and illustrations of impacts beyond the average treatment effect," Policy Research Working Paper Series 8139, The World Bank.
  23. Vitor Possebom, 2019. "Sharp Bounds for the Marginal Treatment Effect with Sample Selection," Papers 1904.08522, arXiv.org.
  24. Pamela Giustinelli & Matthew D. Shapiro, 2024. "SeaTE: Subjective Ex Ante Treatment Effect of Health on Retirement," American Economic Journal: Applied Economics, American Economic Association, vol. 16(2), pages 278-317, April.
  25. repec:diw:diwwpp:dp2006 is not listed on IDEAS
  26. Töpfer, Marina, 2017. "Detailed RIF decomposition with selection: The gender pay gap in Italy," Hohenheim Discussion Papers in Business, Economics and Social Sciences 26-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
  27. Oriana Bandiera & Niklas Buehren & Robin Burgess & Markus Goldstein & Selim Gulesci & Imran Rasul & Munshi Sulaiman, 2020. "Women's Empowerment in Action: Evidence from a Randomized Control Trial in Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 210-259, January.
  28. Li, Meng & Jin, Tianyu & Liu, Shenglong & Zhou, Shaojie, 2021. "The cost of clean energy transition in rural China: Evidence based on marginal treatment effects," Energy Economics, Elsevier, vol. 97(C).
  29. Hoshino Tadao & Yanagi Takahide, 2022. "Estimating marginal treatment effects under unobserved group heterogeneity," Journal of Causal Inference, De Gruyter, vol. 10(1), pages 197-216, January.
  30. Kwabena Nyarko Addai & John N. Ng’ombe & Wencong Lu, 2023. "Disaggregated impacts of off-farm work participation on household vulnerability to food poverty in Ghana," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(1), pages 83-104, March.
  31. Francesco Fasani & Tommaso Frattini & Maxime Pirot, 2023. "From Refugees to Citizens: Labor Market Returns to Naturalization," Development Working Papers 489, Centro Studi Luca d'Agliano, University of Milano, revised 11 Jun 2024.
  32. Joyce M. Thamaga-Chitja & Nthabeleng Tamako & Temitope O. Ojo, 2025. "Implications of Land Ownership Heterogeneity on Household Food Security: A Case Study of Urban Farming in Pietermaritzburg, KwaZulu-Natal Province," Land, MDPI, vol. 14(2), pages 1-16, January.
  33. Monscheuer, Ole, 2023. "National identity and the integration of second-generation immigrants," Labour Economics, Elsevier, vol. 82(C).
  34. Huber, Martin & Wüthrich, Kaspar, 2017. "Evaluating local average and quantile treatment effects under endogeneity based on instruments: a review," FSES Working Papers 479, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
  35. Laura Castell & Marc Gurgand & Clément Imbert & Todor Tochev, 2024. "Take-up of Social Benefits: Experimental Evidence from France," PSE Working Papers halshs-04720989, HAL.
  36. Mario Fiorini & Katrien Stevens, 2021. "Scrutinizing the Monotonicity Assumption in IV and fuzzy RD designs," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(6), pages 1475-1526, December.
  37. Han, Sukjin & Yang, Shenshen, 2024. "A computational approach to identification of treatment effects for policy evaluation," Journal of Econometrics, Elsevier, vol. 240(1).
  38. Mogstad, Magne & Torgovitsky, Alexander, 2024. "Instrumental variables with unobserved heterogeneity in treatment effects," Handbook of Labor Economics,, Elsevier.
  39. Giulia Martina Tanzi, 2020. "Scars of youth non-employment and labour market conditions," Temi di discussione (Economic working papers) 1312, Bank of Italy, Economic Research and International Relations Area.
  40. Tianyu Jin & Huiqin Liu, 2023. "The Heterogeneous Effect of Post-Compulsory Education on Subjective Well-Being: Evidence Based on Marginal Treatment Effect," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(6), pages 2851-2876, December.
  41. Atul Gupta & Sabrina T Howell & Constantine Yannelis & Abhinav Gupta, 2024. "Owner Incentives and Performance in Healthcare: Private Equity Investment in Nursing Homes," The Review of Financial Studies, Society for Financial Studies, vol. 37(4), pages 1029-1077.
  42. Elena Ashtari Tafti, 2022. "Technology, skills, and performance: the case of robots in surgery," IFS Working Papers W22/46, Institute for Fiscal Studies.
  43. Jared Hutchins & Brent Hueth & Guilherme Rosa, 2019. "Quantifying Heterogeneous Returns to Genetic Selection: Evidence from Wisconsin Dairies," NBER Chapters, in: Economics of Research and Innovation in Agriculture, pages 81-105, National Bureau of Economic Research, Inc.
  44. Richard Dorsett & Lucy Stokes, 2022. "Pre‐apprenticeship training for young people: Estimating the marginal and average treatment effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(1), pages 37-60, January.
  45. Qingen Gai & Naijia Guo & Bingjing Li & Qinghua Shi & Xiaodong Zhu, 2021. "Migration Costs, Sorting, and the Agricultural Productivity Gap," Working Papers tecipa-693, University of Toronto, Department of Economics.
  46. Anthony Bald & Eric Chyn & Justine Hastings & Margarita Machelett, 2022. "The Causal Impact of Removing Children from Abusive and Neglectful Homes," Journal of Political Economy, University of Chicago Press, vol. 130(7), pages 1919-1962.
  47. Anne Zühlke & Philipp Kugler & Tim Ruhberg, 2022. "Hetreogeneity in Log-Term Returns to Education - An Inconvenient Truth," IAW Discussion Papers 140, Institut für Angewandte Wirtschaftsforschung (IAW).
  48. Felfe, Christina & Lalive, Rafael, 2018. "Does early child care affect children's development?," Journal of Public Economics, Elsevier, vol. 159(C), pages 33-53.
  49. Robson, Matthew & Vollmer, Frank & Doğan, Basak Berçin & Grede, Nils, 2024. "Distributional impacts of cash transfers on the multidimensional poverty of refugees: The Emergency Social Safety Net in Turkey," World Development, Elsevier, vol. 179(C).
  50. Liberman, Andres & Paravisini, Daniel & Pathania, Vikram, 2021. "High-cost debt and perceived creditworthiness: Evidence from the UK," Journal of Financial Economics, Elsevier, vol. 142(2), pages 719-736.
  51. Jos'e Alfonso Mu~noz-Alvarado, 2023. "Power to the teens? A model of parents' and teens' collective labor supply," Papers 2307.09634, arXiv.org.
  52. Ayaka Nakamura & Katsuya Takii, 2024. "The Effect of Initial Job in Japanese Labor Market," OSIPP Discussion Paper 24E007, Osaka School of International Public Policy, Osaka University.
  53. BOUSSELIN Audrey, 2019. "Expanding access to universal childcare: Effects on childcare arrangements and maternal employment," LISER Working Paper Series 2019-11, Luxembourg Institute of Socio-Economic Research (LISER).
  54. Gerten, Elisa & Beckmann, Michael & Kräkel, Matthias, 2022. "Information and Communication Technology, Hierarchy, and Job Design," IZA Discussion Papers 15491, Institute of Labor Economics (IZA).
  55. Heller-Sahlgren, Gabriel, 2023. "Lifelong learning and employment outcomes: evidence from Sweden," LSE Research Online Documents on Economics 115171, London School of Economics and Political Science, LSE Library.
  56. Alvarez, Luis A.F. & Toneto, Rodrigo, 2024. "The interpretation of 2SLS with a continuous instrument: A weighted LATE representation," Economics Letters, Elsevier, vol. 237(C).
  57. Tafti, Elena Ashtari, 2023. "Technology, Skills, and Performance: The Case of Robots in Surgery," CINCH Working Paper Series (since 2020) 78746, Duisburg-Essen University Library, DuEPublico.
  58. Yazeed Abdul Mumin & Awudu Abdulai, 2022. "Social networks, adoption of improved variety and household welfare: evidence from Ghana," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 1-32.
  59. Santiago Acerenza & Vitor Possebom & Pedro H. C. Sant'Anna, 2023. "Was Javert right to be suspicious? Marginal Treatment Effects with Duration Outcomes," Papers 2311.13969, arXiv.org, revised Apr 2025.
  60. Olasehinde, Toba Stephen & Jin, Ye & Qiao, Fangbin & Mao, Shiping, 2023. "Marginal returns on Chinese agricultural technology transfer in Nigeria: Who benefits more?," China Economic Review, Elsevier, vol. 78(C).
  61. Baird Matthew D. & Bozick Robert & Zaber Melanie A., 2022. "Beyond traditional academic degrees: The labor market returns to occupational credentials in the United States," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-38, January.
  62. Audrey Bousselin, 2022. "Access to universal childcare and its effect on maternal employment," Review of Economics of the Household, Springer, vol. 20(2), pages 497-532, June.
  63. Atul Gupta & Sabrina T Howell & Constantine Yannelis & Abhinav Gupta, 2021. "Does Private Equity Investment in Healthcare Benefit Patients? Evidence from Nursing Homes," Working Papers 2021-20, Becker Friedman Institute for Research In Economics.
  64. Yan Liu, 2022. "Policy Learning under Endogeneity Using Instrumental Variables," Papers 2206.09883, arXiv.org, revised Mar 2024.
  65. Ferreira, Maria & de Grip, Andries & van der Velden, Rolf, 2018. "Does informal learning at work differ between temporary and permanent workers? Evidence from 20 OECD countries," Labour Economics, Elsevier, vol. 55(C), pages 18-40.
  66. Schmieder, Julia, 2021. "Fertility as a driver of maternal employment," Labour Economics, Elsevier, vol. 72(C).
  67. Spanos, Yiannis E., 2021. "Exploring heterogeneous returns to collaborative R&D: A marginal treatment effects perspective," Research Policy, Elsevier, vol. 50(5).
  68. Töpfer, Marina, 2017. "Detailed RIF Decomposition with Selection - The Gender Pay Gap in Italy," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168422, Verein für Socialpolitik / German Economic Association.
  69. Misael Anaya-Montes & Hugh Gravelle, 2024. "Health insurance system fragmentation and COVID-19 mortality: Evidence from Peru," PLOS ONE, Public Library of Science, vol. 19(8), pages 1-28, August.
  70. Pessino, Carola & Izquierdo, Alejandro & Vuletin, Guillermo, 2018. "Better Spending for Better Lives: How Latin America and the Caribbean Can Do More with Less," IDB Publications (Books), Inter-American Development Bank, number 9152.
  71. Yuya Sasaki & Takuya Ura, 2020. "Welfare Analysis via Marginal Treatment Effects," Papers 2012.07624, arXiv.org.
  72. Péron, M.; & Dormont, B.;, 2018. "Heterogeneous moral hazard in Supplementary Health Insurance," Health, Econometrics and Data Group (HEDG) Working Papers 18/27, HEDG, c/o Department of Economics, University of York.
  73. Liu, Shenglong & Zhang, Xiaoming & Zhou, Shaojie, 2024. "The compulsory education law, female education and fertility: An empirical study in China," Journal of Comparative Economics, Elsevier, vol. 52(3), pages 679-696.
  74. Sarr, Mare & Bezabih Ayele, Mintewab & Kimani, Mumbi E. & Ruhinduka, Remidius, 2021. "Who benefits from climate-friendly agriculture? The marginal returns to a rainfed system of rice intensification in Tanzania," World Development, Elsevier, vol. 138(C).
  75. David G. Lugo‐Palacios & Patrick Bidulka & Stephen O’Neill & Orlagh Carroll & Anirban Basu & Amanda Adler & Karla DíazOrdaz & Andrew Briggs & Richard Grieve, 2025. "Going beyond randomised controlled trials to assess treatment effect heterogeneity across target populations," Health Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 85-104, January.
  76. Wu, Zheng & Zhang, Yihua & Zhang, Mingyu, 2024. "Unveiling the causal effects of China’s minimum living standard guarantee on household transportation expenditures: A causal forest analysis," Transport Policy, Elsevier, vol. 159(C), pages 1-13.
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