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Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review

Citations

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Cited by:

  1. Huber, Martin & Steinmayr, Andreas, 2017. "A Framework for Separating Individual Treatment Effects From Spillover, Interaction, and General Equilibrium Effects," Rationality and Competition Discussion Paper Series 21, CRC TRR 190 Rationality and Competition.
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  3. Zhu, Wei & Qi, Lixia & Wang, Ruime, . "Impact of Market Price Support Measures on Chemical Fertilizer Use in China," International Journal of Food and Agricultural Economics (IJFAEC), Alanya Alaaddin Keykubat University, Department of Economics and Finance, vol. 9(01).
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  8. Lechner, Michael, 2018. "Modified Causal Forests for Estimating Heterogeneous Causal Effects," IZA Discussion Papers 12040, IZA Network @ LISER.
  9. Tristan Le Cotty & Elodie Maître d'Hôtel & Julie Subervie, 2019. "Inventory credit to enhance food security in Africa," CIRED Working Papers hal-02018715, HAL.
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  11. Cavalletti, Barbara & Corsi, Matteo & Persico, Luca & di Bella, Enrico, 2021. "Public university orientation for high-school students. A quasi-experimental assessment of the efficiency gains from nudging better career choices," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
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  16. Tenglong Li & Kenneth A. Frank, 2020. "The probability of a robust inference for internal validity and its applications in regression models," Papers 2005.12784, arXiv.org.
  17. Roxana Elena Manea, 2021. "School Feeding Programmes, Education and Food Security in Rural Malawi," CIES Research Paper series 63-2020, Centre for International Environmental Studies, The Graduate Institute.
  18. Dettmann, E. & Becker, C. & Schmeißer, C., 2011. "Distance functions for matching in small samples," Computational Statistics & Data Analysis, Elsevier, vol. 55(5), pages 1942-1960, May.
  19. José de Sousa & Guillaume Hollard, 2021. "From Micro to Macro Gender Differences: Evidence from Field Tournaments," Post-Print hal-03389151, HAL.
  20. Chabé-Ferret, Sylvain, 2015. "Analysis of the bias of Matching and Difference-in-Difference under alternative earnings and selection processes," Journal of Econometrics, Elsevier, vol. 185(1), pages 110-123.
  21. 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.
  22. Lv, Xiaofeng & Li, Rui & Fang, Zheng, 2017. "Efficient semiparametric estimation for Gini inequality treatment effects," Economics Letters, Elsevier, vol. 154(C), pages 96-100.
  23. repec:ags:jrapmc:122316 is not listed on IDEAS
  24. Kyoo il Kim, 2019. "Efficiency of Average Treatment Effect Estimation When the True Propensity Is Parametric," Econometrics, MDPI, vol. 7(2), pages 1-13, May.
  25. Mengqi Li, 2025. "Fragility in Average Treatment Effect on the Treated under Limited Covariate Support," Papers 2506.08950, arXiv.org.
  26. Nguezet, Paul Martin Dontsop & Diagne, Aliou & Okoruwa, Victor Olusegun & Ojehomon, Vivian, 2011. "Impact of Improved Rice Technology (NERICA varieties) on Income and Poverty among Rice Farming Households in Nigeria: A Local Average Treatment Effect (LATE) Approach," Quarterly Journal of International Agriculture, Humboldt-Universitaat zu Berlin, vol. 50(3), pages 1-25.
  27. Gunther Bensch & Jörg Peters, 2013. "Alleviating Deforestation Pressures? Impacts of Improved Stove Dissemination on Charcoal Consumption in Urban Senegal," Land Economics, University of Wisconsin Press, vol. 89(4), pages 676-698.
  28. Dolton, Peter & Smith, Jeffrey A., 2011. "The Impact of the UK New Deal for Lone Parents on Benefit Receipt," IZA Discussion Papers 5491, IZA Network @ LISER.
  29. Dionissi Aliprantis, 2017. "Assessing the evidence on neighborhood effects from Moving to Opportunity," Empirical Economics, Springer, vol. 52(3), pages 925-954, May.
  30. Ernesto Crivelli & Mr. Sanjeev Gupta, 2014. "Does conditionality in IMF-supported programs promote revenue reform?," IMF Working Papers 2014/206, International Monetary Fund.
  31. Eppel, Rainer & Leoni, Thomas & Mahringer, Helmut & Hausegger, Trude & Reidl, Christine & Weber, Friederike, 2017. "Einsatz und Wirkung aktiver arbeitsmarktpolitischer Massnahmen für Personen mit gesundheitlichen Einschränkungen: Eine Evaluierung für Oberösterreich," Sozialpolitische Studienreihe, Government of Austria, Federal Ministry of Social Affairs, Health, Care and Consumer Protection, Vienna, volume 22, number 22, December.
  32. Bruno Cirillo & Stefano Brusoni & Giovanni Valentini, 2014. "The Rejuvenation of Inventors Through Corporate Spinouts," Organization Science, INFORMS, vol. 25(6), pages 1764-1784, December.
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  34. G. Miller & Yuriy Pylypchuk, 2014. "Marital Status, Spousal Characteristics, and the Use of Preventive Care," Journal of Family and Economic Issues, Springer, vol. 35(3), pages 323-338, September.
  35. Markus Frölich, 2008. "Parametric and Nonparametric Regression in the Presence of Endogenous Control Variables," International Statistical Review, International Statistical Institute, vol. 76(2), pages 214-227, August.
  36. Hang Miao & Kui Zhao & Zhun Wang & Linbo Jiang & Quanhui Jia & Yanming Fang & Quan Yu, 2020. "Intelligent Credit Limit Management in Consumer Loans Based on Causal Inference," Papers 2007.05188, arXiv.org.
  37. Jorge M. Aguero & Michael R. Carter & Ingrid Woolard, 2006. "The Impact of Unconditional Cash Transfers on Nutrition: The South African Child Support Grant," SALDRU Working Papers 8, Southern Africa Labour and Development Research Unit, University of Cape Town.
  38. Shu Yang & Yunshu Zhang, 2023. "Multiply robust matching estimators of average and quantile treatment effects," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 50(1), pages 235-265, March.
  39. 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.
  40. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  41. Kitagawa, Toru & Muris, Chris, 2016. "Model averaging in semiparametric estimation of treatment effects," Journal of Econometrics, Elsevier, vol. 193(1), pages 271-289.
  42. Stefanie Behncke & Markus Frölich & Michael Lechner, 2008. "A Caseworker Like Me - Does The Similarity Between Unemployed And Caseworker Increase Job Placements?," University of St. Gallen Department of Economics working paper series 2008 2008-08, Department of Economics, University of St. Gallen.
  43. Taneli Mäkinen & Fan Li & Andrea Mercatanti & Andrea Silvestrini, 2020. "Effects of eligibility for central bank purchases on corporate bond spreads," Temi di discussione (Economic working papers) 1300, Bank of Italy, Economic Research and International Relations Area.
  44. Antonis Adam & Thomas Moutos, 2023. "Do Public Sector Employment Reductions Promote Informality?," CESifo Working Paper Series 10614, CESifo.
  45. Wei, Kecheng & Qin, Guoyou & Zhang, Jiajia & Sui, Xuemei, 2022. "Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study," Computational Statistics & Data Analysis, Elsevier, vol. 168(C).
  46. Liao, Minli & White, Kevin R., 2014. "Post-permanency service needs, service utilization, and placement discontinuity for kinship versus non-kinship families," Children and Youth Services Review, Elsevier, vol. 44(C), pages 370-378.
  47. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," IEPR Working Papers 05.13, Institute of Economic Policy Research (IEPR).
  48. Gaigne, Carl & Latouche, Karine & Turolla, Stephane, 2012. "Vertical Ownership and Trade: Firm-level evidence from France," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 125020, Agricultural and Applied Economics Association.
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  50. Michael Lechner & Ruth Miquel & Conny Wunsch, 2011. "Long‐Run Effects Of Public Sector Sponsored Training In West Germany," Journal of the European Economic Association, European Economic Association, vol. 9(4), pages 742-784, August.
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  54. Frölich, Markus & Lechner, Michael, 2010. "Exploiting Regional Treatment Intensity for the Evaluation of Labor Market Policies," Journal of the American Statistical Association, American Statistical Association, vol. 105(491), pages 1014-1029.
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  901. Rothe, Christoph & Firpo, Sergio Pinheiro, 2013. "Semiparametric estimation and inference using doubly robust moment conditions," Textos para discussão 330, FGV EESP - Escola de Economia de São Paulo, Fundação Getulio Vargas (Brazil).
  902. Brian C. Gunia & J. Jeffrey Gish & Mona Mensmann, 2021. "The Weary Founder: Sleep Problems, ADHD-Like Tendencies, and Entrepreneurial Intentions," Entrepreneurship Theory and Practice, , vol. 45(1), pages 175-210, January.
  903. Boehm, Martin, 2008. "Determining the impact of internet channel use on a customer's lifetime," Journal of Interactive Marketing, Elsevier, vol. 22(3), pages 2-22.
  904. Eggers, Andy & Hainmueller, Jens, 2008. "MPs for Sale? Estimating Returns to Office in Post-War British Politics," MPRA Paper 7892, University Library of Munich, Germany.
  905. Hofer, Katharina E., 2015. "Does Female Suffrage Increase Public Support for Government Spending? Evidence from Swiss Ballots," Economics Working Paper Series 1502, University of St. Gallen, School of Economics and Political Science.
  906. Michael Lechner, 2005. "A Note on Endogenous Control Variables in Evaluation Studies," University of St. Gallen Department of Economics working paper series 2005 2005-16, Department of Economics, University of St. Gallen.
  907. Wouter Zant, 2014. "Do Organic Inputs in African Subsistence Agriculture Raise Productivity? Evidence from Plot Data of Malawi Household Surveys," Tinbergen Institute Discussion Papers 14-114/V, Tinbergen Institute.
  908. Torgovitsky, Alexander, 2017. "Minimum distance from independence estimation of nonseparable instrumental variables models," Journal of Econometrics, Elsevier, vol. 199(1), pages 35-48.
  909. Leonardo Becchetti & Maurizio Fiaschetti & Giancarlo Marini, 2012. "Card Games and Financial Crises," AICCON Working Papers 115-2012, Associazione Italiana per la Cultura della Cooperazione e del Non Profit.
  910. Rahel Aichele, 2013. "Trade, Climate Policy and Carbon Leakage - Theory and Empirical Evidence," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 49, April.
  911. de Paul Kambou, Sansan Vincent, 2025. "Debt relief instruments and external debt dynamics following natural disasters in developing countries," International Economics, Elsevier, vol. 184(C).
  912. Sylvia Frühwirth-Schnatter & Stefan Pittner & Andrea Weber & Rudolf Winter-Ebmer, 2016. "Analysing Plant Closure Effects Using Time-Varying Mixture-of-Experts Markov Chain Clustering," Economics working papers 2016-10, Department of Economics, Johannes Kepler University Linz, Austria.
  913. Antonia Lopez Villavicencio & Marc Pourroy, 2019. "Does Inflation Targeting Always Matter for the ERPT? A robust approach," Working Papers hal-02082568, HAL.
  914. Faltermeier, Liane & Abdulai, Awudu, 2008. "The Adoption of Water Conservation and Intensification Technologies and Farm Income: A Propensity Score Analysis for Rice Farmers in Northern Ghana," 2008 Annual Meeting, July 27-29, 2008, Orlando, Florida 6354, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  915. José I. Castillo-Manzano & Antonio Sánchez-Braza, 2011. "An Evaluation of the Establishment of a Taxi Flat Rate from City to Airport: The Case of Seville," Urban Studies, Urban Studies Journal Limited, vol. 48(9), pages 1909-1924, July.
  916. Lupparelli, Monia & Mattei, Alessandra, 2020. "Joint and marginal causal effects for binary non-independent outcomes," Journal of Multivariate Analysis, Elsevier, vol. 178(C).
  917. Maximiliano Machado, 2020. "Las Tutorías Entre Pares y sus efectos en el desempeño de los estudiantes," Documentos de Trabajo (working papers) 20-16, Instituto de Economía - IECON.
  918. Behncke, Stefanie & Frölich, Markus & Lechner, Michael, 2007. "Public Employment Services and Employers: How Important Are Networks with Firms?," IZA Discussion Papers 3005, IZA Network @ LISER.
  919. Xiaolin Sun & Xueyan Zhao & D. S. Poskitt, 2024. "Partially Identified Heterogeneous Treatment Effect with Selection: An Application to Gender Gaps," Papers 2410.01159, arXiv.org, revised Oct 2024.
  920. Ruth Hill & Angelino Viceisza, 2012. "A field experiment on the impact of weather shocks and insurance on risky investment," Experimental Economics, Springer;Economic Science Association, vol. 15(2), pages 341-371, June.
  921. Anne Portlock, 2022. "Nurses without Borders: The Impact of Licensing Barriers on Employment," Working Papers 2022-03, Department of Economics and Geosciences, US Air Force Academy.
  922. Ciani, Andrea & Stiebale, Joel, 2024. "Export Performance Under Domestic Anti-Dumping Protection," World Development, Elsevier, vol. 183(C).
  923. Xiaowu Dai & Saad Mouti & Marjorie Lima do Vale & Sumantra Ray & Jeffrey Bohn & Lisa Goldberg, 2025. "A Resampling Approach for Causal Inference on Novel Two-Point Time-Series with Application to Identify Risk Factors for Type-2 Diabetes and Cardiovascular Disease," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 17(1), pages 78-131, April.
  924. Brown, Jennifer & Hastings, Justine & Mansur, Erin T. & Villas-Boas, Sofia B., 2008. "Reformulating competition Gasoline content regulation and wholesale gasoline prices," Journal of Environmental Economics and Management, Elsevier, vol. 55(1), pages 1-19, January.
  925. Boris Kaiser & Christian Schmid, 2016. "Does Physician Dispensing Increase Drug Expenditures? Empirical Evidence from Switzerland," Health Economics, John Wiley & Sons, Ltd., vol. 25(1), pages 71-90, January.
  926. Zhiyuan Chen & Jingtao Yi & Jinchao Huang, 2024. "Detecting learning from importing: The effect of importing behaviour on R&D expenditures of Chinese firms," The World Economy, Wiley Blackwell, vol. 47(7), pages 3244-3278, July.
  927. Alexandre Belloni & Victor Chernozhukov & Kengo Kato, 2013. "Uniform post selection inference for LAD regression and other z-estimation problems," CeMMAP working papers CWP74/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  928. Kim Kiman & Yu Jongmin, 2022. "Linear or Nonlinear? Investigation an Affect of Public Subsidies on SMEs R&D Investment," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 2519-2546, September.
  929. Anastasia Gergenreter, 2026. "Estimation of treatment effects on ordinal variables in multivariate ordered choice models," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 81, pages 68-92.
  930. repec:hum:wpaper:sfb649dp2014-043 is not listed on IDEAS
  931. Miguel Minutti‐Meza, 2014. "Issues in Examining the Effect of Auditor Litigation on Audit Fees," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 52(2), pages 341-356, May.
  932. Murathi Kiratu, Nixon, 2014. "An Assessment of the Impact of Kilimo Plus Subsidy Program on Smallholder Farmers' Food Security and Income in Nakuru North District, Kenya," Research Theses 243470, Collaborative Masters Program in Agricultural and Applied Economics.
  933. Bryan S. Graham & Guido Imbens & Geert Ridder, 2016. "Identification and efficiency bounds for the average match function under conditionally exogenous matching," CeMMAP working papers 10/16, Institute for Fiscal Studies.
  934. Lechner, Michael, 2004. "Sequential Matching Estimation of Dynamic Causal Models," IZA Discussion Papers 1042, IZA Network @ LISER.
  935. H. Spencer Banzhaf & Wallace E. Oates, 2012. "On Fiscal Illusion and Ricardian Equivalence in Local Public Finance," NBER Working Papers 18040, National Bureau of Economic Research, Inc.
  936. Kiesel, Kristin & Villas-Boas, Sofia B., 2009. "Can Information Costs Confuse Consumer Choice?---Nutritional Labels in a Supermarket Experiment," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt6st6d0rr, Department of Agricultural & Resource Economics, UC Berkeley.
  937. Oberst, Christian A. & Schmitz, Hendrik & Madlener, Reinhard, 2019. "Are Prosumer Households That Much Different? Evidence From Stated Residential Energy Consumption in Germany," Ecological Economics, Elsevier, vol. 158(C), pages 101-115.
  938. Derby, Elena & Mackie, Kathleen & Mortenson, Jacob, 2023. "Worker and spousal responses to automatic enrollment," Journal of Public Economics, Elsevier, vol. 223(C).
  939. DJOKOTO, Justice Gameli & OWUSU, Victor & AWUNYO-VITOR, Dadson, . "Is Organic Agriculture More Scale Efficient Than Conventional Agriculture? The Case Of Cocoa Cultivation In Ghana," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 23(2).
  940. Ana Armendariz & Martin Huber, 2026. "Testing Effect Homogeneity and Confounding in High-Dimensional Experimental and Observational Studies," Papers 2602.19703, arXiv.org.
  941. Awa Diouf & Mouhamadou Fallilou Ndiaye & Cheikh Faye, 2022. "Emergency food aid and household food security during COVID‐19: Evidence from a field survey in Senegal," African Development Review, African Development Bank, vol. 34(4), pages 556-569, December.
  942. Rothe, Christoph, 2016. "The Value of Knowing the Propensity Score for Estimating Average Treatment Effects," IZA Discussion Papers 9989, IZA Network @ LISER.
  943. Jikai Jin & Vasilis Syrgkanis, 2024. "Structure-agnostic Optimality of Doubly Robust Learning for Treatment Effect Estimation," Papers 2402.14264, arXiv.org, revised Jun 2025.
  944. Caliendo, Marco & Tübbicke, Stefan, 2021. "Design and effectiveness of start-up subsidies: Evidence from a policy reform in Germany," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 333-340.
  945. Brett R. Gordon & Florian Zettelmeyer & Neha Bhargava & Dan Chapsky, 2019. "A Comparison of Approaches to Advertising Measurement: Evidence from Big Field Experiments at Facebook," Marketing Science, INFORMS, vol. 38(2), pages 193-225, March.
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  947. Xiang Zhou & Yu Xie, 2016. "Propensity Score–based Methods Versus MTE-based Methods in Causal Inference," Sociological Methods & Research, , vol. 45(1), pages 3-40, February.
  948. Paweł Strawiński, 2011. "Dynamic Caliper Matching," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 3(2), pages 97-110, June.
  949. Ozkan Eren & Serkan Ozbeklik, 2014. "Who Benefits From Job Corps? A Distributional Analysis Of An Active Labor Market Program," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 586-611, June.
  950. Viviana Celli, 2019. "Causal Mediation Analysis in Economics: objectives, assumptions, models," Working Papers 12/19, Sapienza University of Rome, DISS.
  951. Subervie, Julie & Vagneron, Isabelle, 2013. "A Drop of Water in the Indian Ocean? The Impact of GlobalGap Certification on Lychee Farmers in Madagascar," World Development, Elsevier, vol. 50(C), pages 57-73.
  952. Jin, Yanhong & Wang, Hua & Wheeler, David, 2010. "Environmental performance rating and disclosure : an empirical investigation of China's green watch program," Policy Research Working Paper Series 5420, The World Bank.
  953. Anup Agrawal & Tommy Cooper & Qin Lian & Qiming Wang, 2013. "Common Advisers in Mergers and Acquisitions: Determinants and Consequences," Journal of Law and Economics, University of Chicago Press, vol. 56(3), pages 691-740.
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  955. Tim Pawlowski & Ute Schüttoff & Paul Downward & Michael Lechner, 2018. "Can Sport Really Help to Meet the Millennium Development Goals? Evidence From Children in Peru," Journal of Sports Economics, , vol. 19(4), pages 498-521, May.
  956. Godart, Olivier & Görg, Holger & Hanley, Aoife, 2014. "Trust-Based Work-Time and Product Improvements: Evidence from Firm Level Data," IZA Discussion Papers 8097, IZA Network @ LISER.
  957. Adam N. Glynn & Nahomi Ichino, 2016. "Increasing Inferential Leverage in the Comparative Method," Sociological Methods & Research, , vol. 45(3), pages 598-629, August.
  958. Ciancio, Alberto & Kämpfen, Fabrice & Kohler, Hans-Peter & Kohler, Iliana V., 2021. "Health screening for emerging non-communicable disease burdens among the global poor: Evidence from sub-Saharan Africa," Journal of Health Economics, Elsevier, vol. 75(C).
  959. Okuyama, Naoko & Inaba, Yoji, 2017. "Influence of natural disasters on social engagement and post-disaster well-being: The case of the Great East Japan Earthquake," Japan and the World Economy, Elsevier, vol. 44(C), pages 1-13.
  960. Acharya, Avidit & Blackwell, Matthew & Sen, Maya, 2016. "Explaining Causal Findings Without Bias: Detecting and Assessing Direct Effects," American Political Science Review, Cambridge University Press, vol. 110(3), pages 512-529, August.
  961. John MacDonald & Robert J. Stokes & Greg Ridgeway & K. Jack Riley, 2007. "Race, Neighbourhood Context and Perceptions of Injustice by the Police in Cincinnati," Urban Studies, Urban Studies Journal Limited, vol. 44(13), pages 2567-2585, December.
  962. Jean-Marc B Atsebi & Jean-Louis Combes & Alexandru Minea, 2024. "The sectoral trade losses from financial crises," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(2), pages 466-489.
  963. Francesco Bravo & David Jacho-Chavez, 2011. "Empirical Likelihood for Efficient Semiparametric Average Treatment Effects," Econometric Reviews, Taylor & Francis Journals, vol. 30(1), pages 1-24.
  964. Lina Cardona-Sosa & Carlos Medina, 2016. "The Effects of In utero Programs on Birth Outcomes: The Case of “Buen Comienzo” *** El Efecto de Programas dirigidos a Madres Gestantes en Indicadores al Nacer: El caso de “Buen Comienzo”," Borradores de Economia 955, Banco de la Republica de Colombia.
  965. Julie L. Hotchkiss & Myriam Quispe-Agnoli & Fernando Rios-Avila, 2012. "The wage impact of undocumented workers," FRB Atlanta Working Paper 2012-04, Federal Reserve Bank of Atlanta.
  966. Huang, Wei & Li, Fan & Liao, Xiaowei & Hu, Pingping, 2018. "More money, better performance? The effects of student loans and need-based grants in China's higher education," China Economic Review, Elsevier, vol. 51(C), pages 208-227.
  967. Geiler, P.H.M., 2012. "Essays on executive remuneration contracting : Managerial power, corporate payout, and gender discrimination," Other publications TiSEM 3c536b0d-bce3-4d1a-9f6f-3, Tilburg University, School of Economics and Management.
  968. Guido Imbens & Yiqing Xu, 2024. "Comparing Experimental and Nonexperimental Methods: What Lessons Have We Learned Four Decades After LaLonde (1986)?," Papers 2406.00827, arXiv.org, revised May 2025.
  969. Alexandre Belloni & Victor Chernozhukov & Denis Chetverikov & Christian Hansen & Kengo Kato, 2018. "High-Dimensional Econometrics and Regularized GMM," Papers 1806.01888, arXiv.org, revised Jun 2018.
  970. Zhao, Zhong, 2008. "Sensitivity of propensity score methods to the specifications," Economics Letters, Elsevier, vol. 98(3), pages 309-319, March.
  971. Kuckulenz Anja & Maier Michael, 2006. "Heterogeneous Returns to Training: An Analysis with German Data Using Local Instrumental Variables," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 226(1), pages 24-40, February.
  972. Justin Young & Eleanor Wiske Dillon, 2026. "Reevaluating Causal Estimation Methods with Data from a Product Release," Papers 2601.11845, arXiv.org, revised May 2026.
  973. Daniel Zaga, 2014. "The Impact of Three Mexican Nutritional Programs: The Case of Dif-Puebla," CFD Working Papers 09-2015, Centre for Finance and Development, The Graduate Institute.
  974. Liliane Bonnal & Pascal Favard & Thomas Laurent, 2025. "Is there a link between self-reported unmet needs and healthcare expenditure?," International Journal of Health Economics and Management, Springer, vol. 25(3), pages 407-435, September.
  975. Horvath, Akos & Lang, Peter, 2021. "Do loan subsidies boost the real activity of small firms?," Journal of Banking & Finance, Elsevier, vol. 122(C).
  976. Abman, Ryan, 2018. "Rule of Law and Avoided Deforestation from Protected Areas," Ecological Economics, Elsevier, vol. 146(C), pages 282-289.
  977. Markus Frölich, 2006. "Statistical treatment choice: an application to active labour market programmes," CeMMAP working papers CWP24/06, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  978. Li, Xiang, 2021. "Dilemma and global financial cycle: Evidence from capital account liberalisation episodes," IWH Discussion Papers 13/2021, Halle Institute for Economic Research (IWH).
  979. Amina Ika Micah, . "Three essays on access to credit and financial shock in Nigeria," Economics PhD Theses, Department of Economics, University of Sussex Business School, number 0422, December.
  980. Neidell, Matthew & Waldfogel, Jane, 2009. "Program participation of immigrant children: Evidence from the local availability of Head Start," Economics of Education Review, Elsevier, vol. 28(6), pages 704-715, December.
  981. Taro Esaka & Shinji Takagi, 2013. "Testing the Effectiveness of Market-Based Controls: Evidence From the Experience of Japan With Short-Term Capital Flows in the 1970s," International Finance, Wiley Blackwell, vol. 16(1), pages 45-69, February.
  982. Wagstaff, Adam, 2007. "Health insurance for the poor : initial impacts of Vietnam's health care fund for the poor," Policy Research Working Paper Series 4134, The World Bank.
  983. Eva Dettmann & Jutta Günther, 2013. "Subsidized Vocational Training: Stepping Stone or Trap? Assessing Empirical Effects Using Matching Techniques," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 149(4), pages 405-443, December.
  984. Niels-Hugo Blunch, 2018. "A Teenager in Love: Multidimensional Human Capital and Teenage Pregnancy in Ghana," Journal of Development Studies, Taylor & Francis Journals, vol. 54(3), pages 557-573, March.
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  986. Nazmi Sari & Michael Lechner, 2015. "Long-Run Health Effects of Sports And Exercise In Canada," Working Papers 150018, Canadian Centre for Health Economics.
  987. Romina Cavatassi & Mario González & Paul Winters & Jorge Andrade-Piedra & Graham Thiele & Patricio Espinosa, 2009. "Linking Smallholders to the New Agricultural Economy: An Evaluation of the Plataformas Program in Ecuador," Working Papers 09-06, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
  988. Hongming Pu & Bo Zhang, 2021. "Estimating optimal treatment rules with an instrumental variable: A partial identification learning approach," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 83(2), pages 318-345, April.
  989. Victor Lavy & Assaf Kott & Genia Rachkovski, 2022. "Does Remedial Education in Late Childhood Pay Off After All? Long-Run Consequences for University Schooling, Labor Market Outcomes, and Intergenerational Mobility," Journal of Labor Economics, University of Chicago Press, vol. 40(1), pages 239-282.
  990. Liane Faltermeier & Awudu Abdulai, 2009. "The impact of water conservation and intensification technologies: empirical evidence for rice farmers in Ghana," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 365-379, May.
  991. Ayala, Luis & Rodríguez, Magdalena, 2013. "Health-related effects of welfare-to-work policies," Social Science & Medicine, Elsevier, vol. 93(C), pages 103-112.
  992. Muthini, D., 2018. "Variety Awareness, Nutrition Knowledge and Adoption of Nutritionally Enhanced Crop Varieties: Evidence from Kenya," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277135, International Association of Agricultural Economists.
  993. Melvin Vooren & Carla Haelermans & Wim Groot & Henriette Maassen van den Brink, 2022. "Make IT Work: The Labor Market Effects of Information Technology Retraining in the Netherlands," De Economist, Springer, vol. 170(3), pages 323-342, August.
  994. The Dung Bui & Dung Mau Nguyen, 2022. "Sustainable land managements in Vietnam: adoption determinants and income effects at farm household level," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(7), pages 9687-9703, July.
  995. Canofari, Paolo & Marini, Giancarlo & Scaramozzino, Pasquale, 2017. "The importance of being remembered: Prices for cemetery plots in the US," Economic Modelling, Elsevier, vol. 64(C), pages 638-645.
  996. Vande Velde, Katrien & Maertens, Miet, 2014. "Impact of contract-farming in staple food chains: the case of rice in Benin," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182682, European Association of Agricultural Economists.
  997. Thi Dieu Linh Nguyen & Bart Defloor & Stijn Speelman & Brent Bleys, 2024. "Does Adaptation to Saltwater Intrusion Improve the Livelihoods of Farmers? Evidence for the Central Coastal Region of Vietnam," Sustainability, MDPI, vol. 16(14), pages 1-23, July.
  998. Uematsu, Hiroki & Mishra, Ashok K., 2012. "Organic farmers or conventional farmers: Where's the money?," Ecological Economics, Elsevier, vol. 78(C), pages 55-62.
  999. Kyung In Hwang, 2022. "The pro‐competitive effects of foreign firm entry: Evidence from the Korean retail sector," The World Economy, Wiley Blackwell, vol. 45(5), pages 1587-1613, May.
  1000. Huang, Ming-Yueh & Chan, Kwun Chuen Gary, 2018. "Joint sufficient dimension reduction for estimating continuous treatment effect functions," Journal of Multivariate Analysis, Elsevier, vol. 168(C), pages 48-62.
  1001. Imbens, Guido W., 2014. "Instrumental Variables: An Econometrician's Perspective," IZA Discussion Papers 8048, IZA Network @ LISER.
  1002. Paul, Marie & Dörr, Annabelle & Fitzenberger, Bernd & Kruppe, Thomas & Strittmatter, Anthony, 2013. "The Award of a Training Voucher and Labor Market Outcomes," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79918, Verein für Socialpolitik / German Economic Association.
  1003. Ojehomon, V.E.T. & Rita, A. Digne & Naomishie, Afiavi Agboh & Ayinde, Opeyemi Eyitayo, 2013. "Impact of rice innovation on the Health and Education on Farm Households in Selected States in Nigeria," 2013 Fourth International Conference, September 22-25, 2013, Hammamet, Tunisia 160531, African Association of Agricultural Economists (AAAE).
  1004. Jianmei ZHAO & Hai ZHONG, 2019. "A Demographic Factor as a Determinant of Migration: What Is the Effect of Sibship Size on Migration Decision?," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 85(4), pages 321-345, December.
  1005. Rocchi, B & Marino, M & Severini, S, "undated". "Does a farm household income problem still exist in the European Union?," 2018 Seventh AIEAA Conference, June 14-15, Conegliano, Italy 275653, Italian Association of Agricultural and Applied Economics (AIEAA).
  1006. George Gui & Harikesh Nair & Fengshi Niu, 2021. "Auction Throttling and Causal Inference of Online Advertising Effects," Papers 2112.15155, arXiv.org, revised Feb 2022.
  1007. Stefanie Schurer & Michael Alspach & Jayden MacRae & Gregory Martin, 2016. "The Medical Care Costs of Mood Disorders: A Coarsened Exact Matching Approach," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 81-93, March.
  1008. Jenny C. Aker & Marcel Fafchamps, 2015. "Mobile Phone Coverage and Producer Markets: Evidence from West Africa," World Bank Economic Review, World Bank Group, vol. 29(2), pages 262-292.
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