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Evaluating continuous training programmes by using the generalized propensity score

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Cited by:

  1. Mofya-Mukuka, Rhoda & Kulhgatz, Christian H., "undated". "Child Malnutrition, Agricultural Diversification and Commercialization among Smallholder Farmers in Eastern Zambia," Food Security Collaborative Working Papers 198189, Michigan State University, Department of Agricultural, Food, and Resource Economics.
  2. Noémi Kreif & Richard Grieve & Iván Díaz & David Harrison, 2015. "Evaluation of the Effect of a Continuous Treatment: A Machine Learning Approach with an Application to Treatment for Traumatic Brain Injury," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1213-1228, September.
  3. Fitzenberger, Bernd & Osikominu, Aderonke & Paul, Marie, 2023. "The effects of training incidence and planned training duration on labor market transitions," Journal of Econometrics, Elsevier, vol. 235(1), pages 256-279.
  4. Ying-Ying Lee, 2018. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Papers 1811.00157, arXiv.org.
  5. Kyle Colangelo & Ying-Ying Lee, 2020. "Double Debiased Machine Learning Nonparametric Inference with Continuous Treatments," Papers 2004.03036, arXiv.org, revised Sep 2023.
  6. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP72/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  7. Magrini, Emiliano & Montalbano, Pierluigi & Nenci, Silvia & Salvatici, Luca, 2014. "Agricultural trade distortions during recent international price spikes: what implications for food security?," 2014 International Congress, August 26-29, 2014, Ljubljana, Slovenia 182726, European Association of Agricultural Economists.
  8. Steckenleiter, Carina & Lechner, Michael & Pawlowski, Tim & Schüttoff, Ute, 2019. "Do local public expenditures on sports facilities affect sports participation in Germany?," Economics Working Paper Series 1905, University of St. Gallen, School of Economics and Political Science.
  9. Wooyoung Kim & Koohyun Kwon & Soonwoo Kwon & Sokbae Lee, 2018. "The identification power of smoothness assumptions in models with counterfactual outcomes," Quantitative Economics, Econometric Society, vol. 9(2), pages 617-642, July.
  10. Wooyoung Kim & Koohyun Kwon & Soonwoo Kwon & Sokbae (Simon) Lee, 2014. "The identification power of smoothness assumptions in models with counterfactual outcomes," CeMMAP working papers 17/14, Institute for Fiscal Studies.
  11. Zachary K. Collier & Walter L. Leite & Allison Karpyn, 2021. "Neural Networks to Estimate Generalized Propensity Scores for Continuous Treatment Doses," Evaluation Review, , vol. 45(1-2), pages 3-33, February.
  12. Ulf Rinne & Arne Uhlendorff & Zhong Zhao, 2013. "Vouchers and caseworkers in training programs for the unemployed," Empirical Economics, Springer, vol. 45(3), pages 1089-1127, December.
  13. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2016. "On the Longitudinal Effects of IT Use on Firm-Level Employment," Information Systems Research, INFORMS, vol. 27(1), pages 6-26, March.
  14. Miroslav Štefánik & Katarína Karasová & Ivana Studená, 2020. "Can supporting workplace insertions of unemployed recent graduates improve their long-term employability?," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 47(2), pages 245-265, May.
  15. Anders Stenberg & Olle Westerlund, 2015. "The long-term earnings consequences of general vs. specific training of the unemployed," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-26, December.
  16. Meles, Tensay Hadush, 2020. "Impact of power outages on households in developing countries: Evidence from Ethiopia," Energy Economics, Elsevier, vol. 91(C).
  17. Tübbicke Stefan, 2022. "Entropy Balancing for Continuous Treatments," Journal of Econometric Methods, De Gruyter, vol. 11(1), pages 71-89, January.
  18. Ogutu, Sylvester Ochieng & Goedecke, Theda & Qaim, Matin, 2017. "Agricultural Commercialization and Nutrition in Smallholder Farm Households," GlobalFood Discussion Papers 257242, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  19. Rincón Barajas, Jorge A., 2023. "Productivity dynamics and state support after a land titling program: Evidence from Colombia," Land Use Policy, Elsevier, vol. 131(C).
  20. Egger, Peter H. & Ehrlich, Maximilian v. & Nelson, Douglas R., 2020. "The trade effects of skilled versus unskilled migration," Journal of Comparative Economics, Elsevier, vol. 48(2), pages 448-464.
  21. Egger, Peter & ,, 2019. "Heterogeneous Effects of Tariff and Non-tariff Trade-Policy Barriers in Quantitative General Equilibrium," CEPR Discussion Papers 13602, C.E.P.R. Discussion Papers.
  22. A. Giffin & B. J. Reich & S. Yang & A. G. Rappold, 2023. "Generalized propensity score approach to causal inference with spatial interference," Biometrics, The International Biometric Society, vol. 79(3), pages 2220-2231, September.
  23. Oliver Cassagneau-Francis & Robert Gary-Bobo & Julie Pernaudet & Jean-Marc Robin, 2022. "A Nonparametric Finite Mixture Approach to Difference-in-Difference Estimation, with an Application to On-the-job Training and Wages," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03869547, HAL.
  24. Martina Lubyová & Miroslav Štefánik & Pavol Baboš & Daniel Gerbery & Veronika Hvozdíková & Katarína Karasová & Ivan Lichner & Tomáš Miklošovic & Marek Radvanský & Eva Rublíková & Ivana Studená, . "Labour Market in Slovakia 2017+," Books, Institute of Economic Research, Slovak Academy of Sciences, edition 1, number 003.
  25. Malay Biswas, 2017. "Are They Efficient in the Middle? Using Propensity Score Estimation for Modeling Middlemen in Indian Corporate Corruption," Journal of Business Ethics, Springer, vol. 141(3), pages 563-586, March.
  26. Mofya-Mukuka, Rhoda & Kuhlgatz, Christian, 2014. "Nutritional Effects of Agricultural Diversification and Commercialization in Children in Zambia," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170506, Agricultural and Applied Economics Association.
  27. Haji, Jema, 2022. "Impact of agricultural commercialization on child nutrition in Ethiopia," Food Policy, Elsevier, vol. 113(C).
  28. Esposti, Roberto, 2014. "The Impact of the 2005 CAP-First Pillar Reform as a Multivalued Treatment Effect -Alternative Estimation Approaches," 2014 Third Congress, June 25-27, 2014, Alghero, Italy 173005, Italian Association of Agricultural and Applied Economics (AIEAA).
  29. Juan M. Villa, 2018. "The continuous treatment effect of an antipoverty program on children's educational attainment: Colombia's Familias en Accion," Review of Development Economics, Wiley Blackwell, vol. 22(3), pages 1239-1262, August.
  30. Kariuki, Sarah W. & De Groote, Hugo & Ndegwa, Michael K., 2016. "The role of maize storage in stabilizing annual household maize consumption: an application of generalized propensity score matching," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246977, African Association of Agricultural Economists (AAAE).
  31. Valente, Marica, 2023. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
  32. Kreif, N. & Grieve, R. & Díaz, I. & Harrison, D., 2014. "Health econometric evaluation of the effects of a continuous treatment: a machine learning approach," Health, Econometrics and Data Group (HEDG) Working Papers 14/19, HEDG, c/o Department of Economics, University of York.
  33. Bofinger, Peter & Buch, Claudia M. & Feld, Lars P. & Schmidt, Christoph M. & Wieland, Volker, 2013. "Gegen eine rückwärtsgewandte Wirtschaftspolitik. Jahresgutachten 2013/14 [Against a backward-looking economic policy. Annual Report 2013/14]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201314.
  34. Serrano-Domingo, Guadalupe & Requena-Silvente, Francisco, 2013. "Re-examining the migration–trade link using province data: An application of the generalized propensity score," Economic Modelling, Elsevier, vol. 32(C), pages 247-261.
  35. Juan M. Villa, 2014. "The length of exposure to antipoverty transfer programmes: what is the relevance for children's human capital formation?," Global Development Institute Working Paper Series 20614, GDI, The University of Manchester.
  36. Rüdiger Wapler & Daniel Werner & Katja Wolf, 2018. "Active labour market policies in Germany: do regional labour markets benefit?," Applied Economics, Taylor & Francis Journals, vol. 50(51), pages 5561-5578, November.
  37. Ruth T. Chepchirchir & Ibrahim Macharia & Alice W. Murage & Charles A. O. Midega & Zeyaur R. Khan, 2017. "Impact assessment of push-pull pest management on incomes, productivity and poverty among smallholder households in Eastern Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1359-1372, December.
  38. Swen Kuh & Grace S. Chiu & Anton H. Westveld, 2020. "Latent Causal Socioeconomic Health Index," Papers 2009.12217, arXiv.org, revised Oct 2023.
  39. Dammert, Ana C. & Galdo, Jose, 2013. "Program quality and treatment completion for youth training programs," Economics Letters, Elsevier, vol. 119(3), pages 243-246.
  40. Kluve, Jochen & Rinne, Ulf & Uhlendorff, Arne & Zhao, Zhong, 2013. "The impact of training duration on employment outcomes: Evidence from LATE estimates," Economics Letters, Elsevier, vol. 120(3), pages 487-490.
  41. Kyle Colangelo & Ying-Ying Lee, 2019. "Double debiased machine learning nonparametric inference with continuous treatments," CeMMAP working papers CWP54/19, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  42. Guadalupe Serrano-Domingo & Francisco Requena-Silvente, 2013. "Examining the non-linear relationship between migration and trade," Working Papers 1310, Department of Applied Economics II, Universidad de Valencia.
  43. Doerr, Annabelle & Strittmatter, Anthony, 2014. "Assignment Mechanisms, Selection Criteria, and the Effectiveness of Training Programs," Economics Working Paper Series 1421, University of St. Gallen, School of Economics and Political Science, revised May 2017.
  44. Sheldon, Tamara L. & DeShazo, J.R., 2017. "How does the presence of HOV lanes affect plug-in electric vehicle adoption in California? A generalized propensity score approach," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 146-170.
  45. Rüdiger Mutz & Hans-Dieter Daniel, 2012. "The generalized propensity score methodology for estimating unbiased journal impact factors," Scientometrics, Springer;Akadémiai Kiadó, vol. 92(2), pages 377-390, August.
  46. Roman Hoffmann & Sebastian Uljas Lutz, 2019. "The health knowledge mechanism: evidence on the link between education and health lifestyle in the Philippines," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(1), pages 27-43, February.
  47. Chepchirchir, R. & Macharia, I. & Murage, A.W. & Midega, C.A.O. & Khan, Z.R., 2016. "Impact assessment of push-pull technology on incomes, productivity and poverty among smallholder households in Eastern Uganda," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246316, African Association of Agricultural Economists (AAAE).
  48. Martin Huber & Yu‐Chin Hsu & Ying‐Ying Lee & Layal Lettry, 2020. "Direct and indirect effects of continuous treatments based on generalized propensity score weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 814-840, November.
  49. Bartolini, Fabio & Brunori, Gianluca & Coli, Alessandra & Landi, Chiara & Pacini, Barbara, 2015. "Assessing the Causal Effect of Decoupled Payments on farm labour in Tuscany Using Propensity Score Methods," 2015 Conference, August 9-14, 2015, Milan, Italy 211200, International Association of Agricultural Economists.
  50. Chung Choe & Alfonso Flores-Lagunes & Sang-Jun Lee, 2015. "Do dropouts with longer training exposure benefit from training programs? Korean evidence employing methods for continuous treatments," Empirical Economics, Springer, vol. 48(2), pages 849-881, March.
  51. Emiliano Magrini & Pierluigi Montalbano & Silvia Nenci, 2013. "Are the EU trade preferences really effective? A Generalized Propensity Score evaluation of the Southern Mediterranean Countries' case in agriculture and fishery," Working Papers 2/13, Sapienza University of Rome, DISS.
  52. Ida D'Attoma & Silvia Pacei, 2018. "Evaluating the Effects of Product Innovation on the Performance of European Firms by Using the Generalised Propensity Score," German Economic Review, Verein für Socialpolitik, vol. 19(1), pages 94-112, February.
  53. Sylvester Amoako Agyemang & Tomáš Ratinger & Miroslava Bavorová, 2022. "The Impact of Agricultural Input Subsidy on Productivity: The Case of Ghana," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(3), pages 1460-1485, June.
  54. Fernando Rios-Avila, 2019. "A Semi-Parametric Approach to the Oaxaca–Blinder Decomposition with Continuous Group Variable and Self-Selection," Econometrics, MDPI, vol. 7(2), pages 1-29, June.
  55. Carina Steckenleiter & Michael Lechner & Tim Pawlowski & Ute Schüttoff, 2023. "Do local expenditures on sports facilities affect sports participation?," Economic Inquiry, Western Economic Association International, vol. 61(4), pages 1103-1128, October.
  56. Wen Ci & Jose Galdo & Marcel Voia & Christopher Worswick, 2015. "Wage returns to mid-career investments in job training through employer supported course enrollment: evidence for Canada," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-25, December.
  57. Ferrara, Antonella Rita & Dijkstra, Lewis & McCann, Philip & Nisticó, Rosanna, 2022. "The response of regional well-being to place-based policy interventions," Regional Science and Urban Economics, Elsevier, vol. 97(C).
  58. De Carvalho Reis Neves, Mateus & Freitas, Carlos Otavio & De Figueiredo Silva, Felipe, 2021. "Does cooperative membership increase rural income? Evidence from Brazilian agricultural sector," 2021 Annual Meeting, August 1-3, Austin, Texas 314006, Agricultural and Applied Economics Association.
  59. Finn McGuire & Noemi Kreif & Peter C. Smith, 2021. "The effect of distance on maternal institutional delivery choice: Evidence from Malawi," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2144-2167, September.
  60. Emiliano Magrini & Pierluigi Montalbano & Silvia Nenci & Luca Salvatici, 2017. "Agricultural (Dis)Incentives and Food Security: Is There a Link?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(4), pages 847-871.
  61. Neves, Mateus & Silva, Felipe de Figueiredo & de Freitas, Carlos Otávio, 2021. "Does Cooperative Membership Increase Rural Income? Evidence from Brazil’s Agricultural Sector," 2021 Conference, August 17-31, 2021, Virtual 315268, International Association of Agricultural Economists.
  62. Jie Zhu & Blanca Gallego, 2021. "Continuous Treatment Recommendation with Deep Survival Dose Response Function," Papers 2108.10453, arXiv.org, revised Sep 2023.
  63. DIFABACHEW, Endale & HAJI, Jema & LEGESSE, Belaineh & KETEMA, Mengistu, 2022. "Evaluating Membership Duration In The Participatory Forest Management On Livelihood In Ethiopia: A Generalized Propensity Score Approach," Review of Agricultural and Applied Economics (RAAE), Faculty of Economics and Management, Slovak Agricultural University in Nitra, vol. 25(1), March.
  64. Roberto ESPOSTI, 2014. "To match, not to match, how to match: Estimating the farm-level impact of the CAP-first pillar reform (or: How to Apply Treatment-Effect Econometrics when the Real World is;a Mess)," Working Papers 403, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  65. Marcella Corsi & Marina De Angelis & Pierluigi Montalbano, 2013. "The Gender Impact of Microfinance: The Case of Wekembe in Uganda," Working Papers CEB 13-045, ULB -- Universite Libre de Bruxelles.
  66. Ogutu, Sylvester Ochieng & Goedecke, Theda & Qaim, Matin, 2017. "Agricultural Commercialization and Nutrition in Smallholder Farm Households," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261285, European Association of Agricultural Economists.
  67. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.
  68. Ying-Ying Lee, 2014. "Partial Mean Processes with Generated Regressors: Continuous Treatment Effects and Nonseparable Models," Economics Series Working Papers 706, University of Oxford, Department of Economics.
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