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Policy-Relevant Treatment Effects

Citations

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Cited by:

  1. Pedro Carneiro & Michael Lokshin & Nithin Umapathi, 2017. "Average and Marginal Returns to Upper Secondary Schooling in Indonesia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 16-36, January.
  2. Hsu, Yu-Chin & Huang, Ta-Cheng & Xu, Haiqing, 2023. "Testing For Unobserved Heterogeneous Treatment Effects With Observational Data," Econometric Theory, Cambridge University Press, vol. 39(3), pages 582-622, June.
  3. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Papers 2405.12083, arXiv.org, revised Jan 2025.
  4. Sasaki, Yuya & Ura, Takuya, 2023. "Estimation and inference for policy relevant treatment effects," Journal of Econometrics, Elsevier, vol. 234(2), pages 394-450.
  5. Abbring, Jaap H., 2003. "Dynamic Econometric Program Evaluation," IZA Discussion Papers 804, Institute of Labor Economics (IZA).
  6. Bartalotti, Otávio & Kédagni, Désiré & Possebom, Vitor, 2023. "Identifying marginal treatment effects in the presence of sample selection," Journal of Econometrics, Elsevier, vol. 234(2), pages 565-584.
  7. Belot, Michèle & James, Jonathan, 2014. "A new perspective on the issue of selection bias in randomized controlled field experiments," Economics Letters, Elsevier, vol. 124(3), pages 326-328.
  8. Sokbae Lee & Bernard Salanié, 2018. "Identifying Effects of Multivalued Treatments," Econometrica, Econometric Society, vol. 86(6), pages 1939-1963, November.
  9. Sho Miyaji, 2024. "Instrumented Difference-in-Differences with Heterogeneous Treatment Effects," Discussion Paper Series DP2024-22, Research Institute for Economics & Business Administration, Kobe University.
  10. Rojas, Eugenio & Sánchez, Rafael & Villena, Mauricio G., 2016. "Credit constraints in higher education in a context of unobserved heterogeneity," Economics of Education Review, Elsevier, vol. 52(C), pages 225-250.
  11. Magne Mogstad & Matthew Wiswall, 2009. "How Linear Models Can Mask Non-Linear Causal Relationships. An Application to Family Size and Children's Education," Discussion Papers 586, Statistics Norway, Research Department.
  12. Sokbae Lee & Bernard Salani'e, 2020. "Treatment Effects with Targeting Instruments," Papers 2007.10432, arXiv.org, revised Dec 2024.
  13. Dumont, Etienne & Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2008. "Physicians' multitasking and incentives: Empirical evidence from a natural experiment," Journal of Health Economics, Elsevier, vol. 27(6), pages 1436-1450, December.
  14. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: An application in breast cancer patients," Health, Econometrics and Data Group (HEDG) Working Papers 07/07, HEDG, c/o Department of Economics, University of York.
  15. James Berry & Greg Fischer & Raymond Guiteras, 2020. "Eliciting and Utilizing Willingness to Pay: Evidence from Field Trials in Northern Ghana," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1436-1473.
  16. Ge, Suqin, 2013. "Estimating the returns to schooling: Implications from a dynamic discrete choice model," Labour Economics, Elsevier, vol. 20(C), pages 92-105.
  17. Cornelissen, Thomas & Dustmann, Christian & Raute, Anna & Schönberg, Uta, 2016. "From LATE to MTE: Alternative methods for the evaluation of policy interventions," Labour Economics, Elsevier, vol. 41(C), pages 47-60.
  18. Patrick Bennett & Richard Blundell & Kjell G. Salvanes, 2020. "A second chance? Labor market returns to adult education using school reforms," IFS Working Papers W20/28, Institute for Fiscal Studies.
  19. Blanes, J. Vicente & Busom, Isabel, 2004. "Who participates in R&D subsidy programs?: The case of Spanish manufacturing firms," Research Policy, Elsevier, vol. 33(10), pages 1459-1476, December.
  20. Clemens, Michael A. & Mendola, Mariapia, 2024. "Migration from developing countries: Selection, income elasticity, and Simpson’s paradox," Journal of Development Economics, Elsevier, vol. 171(C).
  21. Bora Kim, 2020. "Analysis of Randomized Experiments with Network Interference and Noncompliance," Papers 2012.13710, arXiv.org.
  22. Pereda-Fernández, Santiago, 2023. "Identification and estimation of triangular models with a binary treatment," Journal of Econometrics, Elsevier, vol. 234(2), pages 585-623.
  23. Francetic Igor, 2022. "Selection on moral hazard in the Swiss market for mandatory health insurance: Empirical evidence from Swiss Household Panel data," Papers 2208.03815, arXiv.org, revised Sep 2023.
  24. Cáceres, Julio, 2008. "Keeping the best for last. Impact of fertility on mother's employment. Evidence from developing countries," UC3M Working papers. Economics we086832, Universidad Carlos III de Madrid. Departamento de Economía.
  25. Richard Blundell & Amanda Gosling & Hidehiko Ichimura & Costas Meghir, 2007. "Changes in the Distribution of Male and Female Wages Accounting for Employment Composition Using Bounds," Econometrica, Econometric Society, vol. 75(2), pages 323-363, March.
  26. Fortin, Bernard & Jacquemet, Nicolas & Shearer, Bruce, 2010. "Labour Supply, Work Effort and Contract Choice: Theory and Evidence on Physicians," CLSSRN working papers clsrn_admin-2010-30, Vancouver School of Economics, revised 21 Oct 2010.
  27. Jorge Eduardo Martínez Pérez & Ildefonso Méndez Martínez, 2009. "¿Qué podemos saber sobre el Valor Estadístico de la Vida en España utilizando datos laborales?," Hacienda Pública Española / Review of Public Economics, IEF, vol. 191(4), pages 73-93, December.
  28. Sene, Seydina & Paudel, Krishna P. & Park, Timothy A., 2016. "The Changing Structure of Retail Food Stores, Direct Marketing (DM) and Its Impact on Farmers’ Financial Performance," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235736, Agricultural and Applied Economics Association.
  29. Bhat, Chandra R., 2024. "Transformation-based flexible error structures for choice modeling," Journal of choice modelling, Elsevier, vol. 53(C).
  30. Troske, Kenneth R. & Voicu, Alexandru, 2010. "Joint estimation of sequential labor force participation and fertility decisions using Markov chain Monte Carlo techniques," Labour Economics, Elsevier, vol. 17(1), pages 150-169, January.
  31. David M. Kaplan, 2019. "Interpreting Unconditional Quantile Regression with Conditional Independence," Working Papers 1912, Department of Economics, University of Missouri, revised 08 Nov 2020.
  32. Mogstad, Magne & Torgovitsky, Alexander, 2024. "Instrumental variables with unobserved heterogeneity in treatment effects," Handbook of Labor Economics,, Elsevier.
  33. Shi Min & Xiaobing Wang & Shaoze Jin & Hermann Waibel & Jikun Huang, 2020. "Climate change and farmers’ perceptions: impact on rubber farming in the upper Mekong region," Climatic Change, Springer, vol. 163(1), pages 451-480, November.
  34. Evan Munro, 2020. "Treatment Allocation with Strategic Agents," Papers 2011.06528, arXiv.org, revised Apr 2023.
  35. Felfe, Christina & Lalive, Rafael, 2018. "Does early child care affect children's development?," Journal of Public Economics, Elsevier, vol. 159(C), pages 33-53.
  36. Takaku, Reo & Yokoyama, Izumi, 2022. "The financial health of “swing hospitals” during the first COVID-19 outbreak," Journal of the Japanese and International Economies, Elsevier, vol. 65(C).
  37. Gandil, Mikkel Høst, 2021. "Substitution Effects in College Admissions," Memorandum 3/2021, Oslo University, Department of Economics.
  38. Xingwei Li & Yicheng Huang & Xiangxue Li & Xiang Liu, 2023. "Mechanism of smart city policy on the carbon emissions of construction enterprises in the Yangtze River Economic Belt: a perspective of the PESTEL model and the pollution halo hypothesis," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-12, December.
  39. Kelishomi, Ali Moghaddasi & Nisticò, Roberto, 2024. "Economic sanctions and informal employment," Labour Economics, Elsevier, vol. 89(C).
  40. 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.
  41. Child, Travers Barclay & Massoud, Nadia & Schabus, Mario & Zhou, Yifan, 2021. "Surprise election for Trump connections," Journal of Financial Economics, Elsevier, vol. 140(2), pages 676-697.
  42. Timothy J. Bartik, 2004. "Evaluating the Impacts of Local Economic Development Policies on Local Economic Outcomes: What Has Been Done and What Is Doable?," Book chapters authored by Upjohn Institute researchers, in: Evaluating Local Economic and Employment Development: How to Access Waht Works Among Programmes and Policies, pages 113-142, W.E. Upjohn Institute for Employment Research.
  43. Lingli Xu & Liang Wang & Christian Nygaard, 2022. "Locational decisions and subjective well-being: an empirical study of Chinese urban migrants," Applied Economics, Taylor & Francis Journals, vol. 54(27), pages 3180-3195, June.
  44. Kenneth Troske & Alexandru Voicu, 2013. "The effect of the timing and spacing of births on the level of labor market involvement of married women," Empirical Economics, Springer, vol. 45(1), pages 483-521, August.
  45. Mealli Fabrizia & Mattei Alessandra, 2012. "A Refreshing Account of Principal Stratification," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-19, April.
  46. Pedro Picchetti, 2023. "Identification in Endogenous Sequential Treatment Regimes," Papers 2311.18555, arXiv.org.
  47. Hugo Reis & Emilio Borghesan, 2022. "Learning Through Repetition? A Dynamic Evaluation of Grade Retention in Portugal," Working Papers w202220, Banco de Portugal, Economics and Research Department.
  48. van der Klaauw, Bas, 2014. "From micro data to causality: Forty years of empirical labor economics," Labour Economics, Elsevier, vol. 30(C), pages 88-97.
  49. Girum Abebe & Marcel Fafchamps & Michael Koelle & Simon Quinn, 2019. "Learning Management Through Matching: A Field Experiment Using Mechanism Design," CSAE Working Paper Series 2019-11, Centre for the Study of African Economies, University of Oxford.
  50. Vitor Possebom, 2021. "Crime and Mismeasured Punishment: Marginal Treatment Effect with Misclassification," Papers 2106.00536, arXiv.org, revised Jul 2023.
  51. Yan Liu, 2022. "Policy Learning under Endogeneity Using Instrumental Variables," Papers 2206.09883, arXiv.org, revised Mar 2024.
  52. Jin, Yu & Zhou, Jiehong & Ye, Juntao, 2023. "Value of certification in collective reputation crises: Evidence from Chinese dairy firms," Food Policy, Elsevier, vol. 121(C).
  53. Anirban Basu & James J. Heckman & Salvador Navarro‐Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self‐selection: an application to treatments of breast cancer patients," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1133-1157, November.
  54. Mogstad, Magne & Torgovitsky, Alexander & Walters, Christopher R., 2024. "Policy evaluation with multiple instrumental variables," Journal of Econometrics, Elsevier, vol. 243(1).
  55. Xingwei Li & Yicheng Huang & Xiangxue Li & Xiang Liu & Jingru Li & Jinrong He & Jiachi Dai, 2022. "How does the Belt and Road policy affect the level of green development? A quasi-natural experimental study considering the CO2 emission intensity of construction enterprises," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
  56. Antill, Samuel, 2022. "Do the right firms survive bankruptcy?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 523-546.
  57. Gelo, Dambala & Muchapondwa, Edwin & Koch, Steven F., 2016. "Decentralization, market integration and efficiency-equity trade-offs: Evidence from Joint Forest Management in Ethiopian villages," Journal of Forest Economics, Elsevier, vol. 22(C), pages 1-23.
  58. Katja Kaufmann, 2008. "Understanding the Income Gradient in College Attendance in Mexico: The Role of Heterogeneity in Expected Returns to College," Discussion Papers 07-040, Stanford Institute for Economic Policy Research.
  59. James J. Heckman, 2005. "Micro Data, Heterogeneity and the Evaluation of Public Policy Part 2," The American Economist, Sage Publications, vol. 49(1), pages 16-44, March.
  60. Yuya Sasaki & Takuya Ura, 2020. "Welfare Analysis via Marginal Treatment Effects," Papers 2012.07624, arXiv.org.
  61. Jorge Rodríguez & Fernando Saltiel & Sergio Urzúa, 2022. "Dynamic treatment effects of job training," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(2), pages 242-269, March.
  62. Heckman, James, 2003. "Conditioning, causality and policy analysis," Journal of Econometrics, Elsevier, vol. 112(1), pages 73-78, January.
  63. Zhu, Yongguang & Xu, Deyi & Cheng, Jinhua & Ali, Saleem Hassan, 2018. "Estimating the impact of China's export policy on tin prices: a mode decomposition counterfactual analysis method," Resources Policy, Elsevier, vol. 59(C), pages 250-264.
  64. Xie, Haitian, 2024. "Nonlinear and nonseparable structural functions in regression discontinuity designs with a continuous treatment," Journal of Econometrics, Elsevier, vol. 242(1).
  65. Marx, Philip, 2024. "Sharp bounds in the latent index selection model," Journal of Econometrics, Elsevier, vol. 238(2).
  66. Lavieri, Patrícia S. & Dai, Qichun & Bhat, Chandra R., 2018. "Using virtual accessibility and physical accessibility as joint predictors of activity-travel behavior," Transportation Research Part A: Policy and Practice, Elsevier, vol. 118(C), pages 527-544.
  67. Dionissi Aliprantis, 2018. "What Is the Equity-Efficiency Tradeoff When Maintaining Wells in Rural Haiti?," The World Bank Economic Review, World Bank, vol. 32(2), pages 482-504.
  68. Silvia Moler‐Zapata & Richard Grieve & Anirban Basu & Stephen O’Neill, 2023. "How does a local instrumental variable method perform across settings with instruments of differing strengths? A simulation study and an evaluation of emergency surgery," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2113-2126, September.
  69. Jonneke Bolhaar & Nadine Ketel & Bas van der Klaauw, 2019. "Job Search Periods for Welfare Applicants: Evidence from a Randomized Experiment," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 92-125, January.
  70. Shuxi Zeng & Fan Li & Peng Ding, 2020. "Is being an only child harmful to psychological health?: Evidence from an instrumental variable analysis of China's One-Child Policy," Papers 2005.09130, arXiv.org, revised Jun 2020.
  71. Yuya Sasaki & Takuya Ura, 2018. "Estimation and Inference for Policy Relevant Treatment Effects," Papers 1805.11503, arXiv.org, revised Jul 2020.
  72. Hongbin Cai & Yuyu Chen & Hanming Fang, 2009. "Observational Learning: Evidence from a Randomized Natural Field Experiment," American Economic Review, American Economic Association, vol. 99(3), pages 864-882, June.
  73. Abro, Zewdu & Kassie, Menale & Alebel, Haymanot & Taye, Bedaso & Ayalew, Zemen & Ayalew, Workineh, 2021. "The impact of beekeeping on household per capita income: evidence from Northwest Ethiopia," 2021 Conference, August 17-31, 2021, Virtual 315180, International Association of Agricultural Economists.
  74. Chan, M. & Dalla-Zuanna, A., 2023. "Understanding Program Complementarities: Estimating the Dynamic Effects of Head Start with Multiple Alternatives," Cambridge Working Papers in Economics 2330, Faculty of Economics, University of Cambridge.
  75. Christian Durán, 2004. "Evaluación microeconométrica de las políticas públicas de empleo: aspectos metodológicos," Hacienda Pública Española / Review of Public Economics, IEF, vol. 170(3), pages 107-133, september.
  76. Cáceres-Delpiano, Julio & Simonsen, Marianne, 2012. "The toll of fertility on mothers’ wellbeing," Journal of Health Economics, Elsevier, vol. 31(5), pages 752-766.
  77. Michael Clemens, 2021. "The Fiscal Effect of Immigration: Reducing Bias in Influential Estimates," CESifo Working Paper Series 9464, CESifo.
  78. Martinez-Iriarte, Julian & Sun, Yixiao, 2024. "Identification and estimation of unconditional policy effects of an endogenous binary treatment: An unconditional MTE approach," Journal of Econometrics, Elsevier, vol. 244(1).
  79. Lin, Zhongjian & Vella, Francis, 2021. "Selection and Endogenous Treatment Models with Social Interactions: An Application to the Impact of Exercise on Self-Esteem," IZA Discussion Papers 14167, Institute of Labor Economics (IZA).
  80. Stephanie Rosch & Sharon Raszap Skorbiansky & Collin Weigel & Kent D. Messer & Daniel Hellerstein, 2021. "Barriers to Using Economic Experiments in Evidence‐Based Agricultural Policymaking," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 43(2), pages 531-555, June.
  81. Pearl Judea, 2011. "Principal Stratification -- a Goal or a Tool?," The International Journal of Biostatistics, De Gruyter, vol. 7(1), pages 1-13, March.
  82. Armstrong, Christopher & Kepler, John D. & Samuels, Delphine & Taylor, Daniel, 2022. "Causality redux: The evolution of empirical methods in accounting research and the growth of quasi-experiments," Journal of Accounting and Economics, Elsevier, vol. 74(2).
  83. Elena Ashtari Tafti, 2022. "Technology, skills, and performance: the case of robots in surgery," IFS Working Papers W22/46, Institute for Fiscal Studies.
  84. Feng, Junlong, 2024. "Matching points: Supplementing instruments with covariates in triangular models," Journal of Econometrics, Elsevier, vol. 238(1).
  85. Partha Deb & Pravin K. Trivedi, 2002. "Specification and Simulated Likelihood Estimation of a Non-normal Outcome Model with Selection: Application to Health Care Utilization," Economics Working Paper Archive at Hunter College 02/5, Hunter College Department of Economics, revised 2004.
  86. Felfe, Christina & Lalive, Rafael, 2014. "Does Early Child Care Help or Hurt Children's Development?," IZA Discussion Papers 8484, Institute of Labor Economics (IZA).
  87. Katrine V. Løken & Magne Mogstad & Matthew Wiswall, 2012. "What Linear Estimators Miss: The Effects of Family Income on Child Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 1-35, April.
  88. Sebastian Galiani & Juan Pantano, 2021. "Structural Models: Inception and Frontier," NBER Working Papers 28698, National Bureau of Economic Research, Inc.
  89. Opper, Isaac M., 2024. "From LATE to ATE: A Bayesian approach," Journal of Econometrics, Elsevier, vol. 246(1).
  90. Martínez-Iriarte, Julian & Sun, Yixiao, 2021. "Identification and Estimation of Unconditional Policy Effects of an Endogenous Binary Treatment: an Unconditional MTE Approach," University of California at San Diego, Economics Working Paper Series qt2bc57830, Department of Economics, UC San Diego.
  91. Harding, Matthew & Lamarche, Carlos, 2014. "Estimating and testing a quantile regression model with interactive effects," Journal of Econometrics, Elsevier, vol. 178(P1), pages 101-113.
  92. Partha Deb & Furio Rosati, 2003. "Estimating the Effect of Fertility Decisions on Child Labor and Schooling," Economics Working Paper Archive at Hunter College 211, Hunter College Department of Economics.
  93. Zequn Jin & Lihua Lin & Zhengyu Zhang, 2022. "Identification and Auto-debiased Machine Learning for Outcome Conditioned Average Structural Derivatives," Papers 2211.07903, arXiv.org.
  94. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
  95. Shuxi Zeng & Fan Li & Peng Ding, 2020. "Is being an only child harmful to psychological health?: evidence from an instrumental variable analysis of China's one‐child policy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1615-1635, October.
  96. Rahul Singh & Liyuan Xu & Arthur Gretton, 2020. "Kernel Methods for Causal Functions: Dose, Heterogeneous, and Incremental Response Curves," Papers 2010.04855, arXiv.org, revised Oct 2022.
  97. 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.
  98. Bedi, Shaibu Mellon & Azzarri, Carlo & Kotu, Bekele Hundi & Kornher, Lukas, 2021. "Scaling-up Agricultural Innovations: Who Should be Targeted?," 2021 Conference, August 17-31, 2021, Virtual 315267, International Association of Agricultural Economists.
  99. Øystein Daljord & Carl F. Mela & Jason M. T. Roos & Jim Sprigg & Song Yao, 2023. "The Design and Targeting of Compliance Promotions," Marketing Science, INFORMS, vol. 42(5), pages 866-891, September.
  100. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
  101. Jiafeng Chen, 2021. "Nonparametric Treatment Effect Identification in School Choice," Papers 2112.03872, arXiv.org, revised Oct 2023.
  102. 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.
  103. Anirban Basu & James J. Heckman & Salvador Navarro-Lozano & Sergio Urzua, 2007. "Use of instrumental variables in the presence of heterogeneity and self-selection: an application to treatments of breast cancer patients," Health Economics, John Wiley & Sons, Ltd., vol. 16(11), pages 1133-1157.
  104. Robert K. Fleck & F. Andrew Hanssen, 2008. "Why Understanding Smoking Bans Is Important For Estimating Their Effects: California’S Restaurant Smoking Bans And Restaurant Sales," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 60-76, January.
  105. Pedro H. C. Sant'Anna, 2016. "Program Evaluation with Right-Censored Data," Papers 1604.02642, arXiv.org.
  106. Haitian Xie, 2022. "Nonlinear and Nonseparable Structural Functions in Fuzzy Regression Discontinuity Designs," Papers 2204.08168, arXiv.org, revised Jul 2022.
  107. Lokshin, Michael & Glinskaya, Elena, 2008. "The effect of male migration for work on employment patterns of females in nepal," Policy Research Working Paper Series 4757, The World Bank.
  108. 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.
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