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Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies

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Cited by:

  1. Costa, Mabel D. & Habib, Ahsan, 2023. "Local creative culture and audit fees," The British Accounting Review, Elsevier, vol. 55(2).
  2. Kyle, Jordan, 2017. "Local corruption and support for fuel subsidy reform: Evidence from Indonesia," IFPRI discussion papers 1620, International Food Policy Research Institute (IFPRI).
  3. Jeff L. McMullin & Brian P. Miller & Brady J. Twedt, 2019. "Increased mandated disclosure frequency and price formation: evidence from the 8-K expansion regulation," Review of Accounting Studies, Springer, vol. 24(1), pages 1-33, March.
  4. Lindqvist, Erik & Cesarini, David & Östling, Robert & Terskaya, Anastasia, 2023. "Fortunate Families? The Effects of Wealth on Marriage and Fertility," CEPR Discussion Papers 18000, C.E.P.R. Discussion Papers.
  5. Sébastien Desbureaux & Eric Nazindigouba Kere & Pascale Combes Motel, 2016. "Impact Evaluation in a Landscape: Protected Natural Forests, Anthropized Forested Lands and Deforestation Leakages in Madagascar's Rainforests," Working Papers halshs-01342182, HAL.
  6. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.
  7. Johannes Buggle & Thierry Mayer & Seyhun Orcan Sakalli & Mathias Thoenig, 2023. "The Refugee’s Dilemma: Evidence from Jewish Migration out of Nazi Germany," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(2), pages 1273-1345.
  8. Olofsgård, Anders & Joshi, Shareen & Desai, Raj M, 2016. "Can the Poor Be Mobilized? Cooperation and Public Goods in Rural India," SITE Working Paper Series 40, Stockholm School of Economics, Stockholm Institute of Transition Economics.
  9. Diogo G. C. Britto & Alexandre Fonseca & Paolo Pinotti & Breno Sampaio & Lucas Warwar, 2022. "Intergenerational Mobility in the Land of Inequality," CESifo Working Paper Series 10004, CESifo.
  10. Horner, Sam & Papageorgiadis, Nikolaos & Sofka, Wolfgang & Angelidou, Sofia, 2022. "Standing your ground: Examining the signaling effects of patent litigation in university technology licensing," Research Policy, Elsevier, vol. 51(10).
  11. Marcus, Jan, 2013. "The Effect of Unemployment on the Mental Health of Spouses – Evidence from plant closures in Germany," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 546-558.
  12. Clatworthy, Mark A. & Peel, Michael J., 2021. "Reporting accountant appointments and accounting restatements: Evidence from UK private companies," The British Accounting Review, Elsevier, vol. 53(3).
  13. Baccini, Leonardo & Impullitti, Giammario & Malesky, Edmund J., 2019. "Globalization and state capitalism: Assessing Vietnam's accession to the WTO," Journal of International Economics, Elsevier, vol. 119(C), pages 75-92.
  14. Mostafa Monzur Hasan & Ahsan Habib & Ruoyun Zhao, 2022. "Corporate reputation risk and cash holdings," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 667-707, March.
  15. Pinar Mine GUNES & Magda TSANEVA, 2020. "The Effects of Teenage Childbearing on Education, Physical Health, and Mental Distress: Evidence from Mexico," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 86(2), pages 183-206, June.
  16. Leye Li & Louise Yi Lu & Dongyue Wang, 2022. "External labour market competitions and stock price crash risk: evidence from exposures to competitor CEOs’ award‐winning events," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(S1), pages 1421-1460, April.
  17. Victoria Baudisch & Matthias Neuenkirch, 2023. "Costly, but (Relatively) Ineffective? An Assessment of Germany’s Temporary VAT Rate Reduction During the Covid-19 Pandemic," Research Papers in Economics 2023-04, University of Trier, Department of Economics.
  18. Christopher T. Stanton & Catherine Thomas, 2016. "Landing the First Job: The Value of Intermediaries in Online Hiring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 810-854.
  19. Paul Demeré & Michael P. Donohoe & Petro Lisowsky, 2020. "The Economic Effects of Special Purpose Entities on Corporate Tax Avoidance," Contemporary Accounting Research, John Wiley & Sons, vol. 37(3), pages 1562-1597, September.
  20. Genz, Sabrina & Bellmann, Lutz & Matthes, Britta, 2018. "Do German Works Councils Counter or Foster the Implementation of Digital Technologies?," IZA Discussion Papers 11616, Institute of Labor Economics (IZA).
  21. Priscila S. dos Santos & Kalinca L. Becker & Sibele V. de Oliveira, 2023. "Race‐based affirmative action for higher education in Brazil: Impact assessment on performance, time, and delay in completion," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 247-267, February.
  22. Knaus, Michael C. & Lechner, Michael & Reimers, Anne K., 2020. "For better or worse? – The effects of physical education on child development," Labour Economics, Elsevier, vol. 67(C).
  23. Li Hao, 2022. "Impact of Relaxing the Hukou Constraints on Return Migration Intentions: Evidence from China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(2), pages 583-607, April.
  24. Alou Adessé Dama, 2021. "Exploring Tilly’s Theory : Violent Conflicts and Tax Revenue in Sub-Saharan Africa," CERDI Working papers hal-03401539, HAL.
  25. Hillmann, Lisa, 2023. "Dividend taxation and the ownership structure of private firms," Journal of Corporate Finance, Elsevier, vol. 79(C).
  26. Matthew Ege & Jennifer L. Glenn & John R. Robinson, 2020. "Unexpected SEC Resource Constraints and Comment Letter Quality†," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 33-67, March.
  27. Duval, Laetitia & Wolff, François-Charles, 2015. "Ethnicity and remittances: Evidence from Kosovo," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 334-349.
  28. KOUAKOU, Dorgyles C.M. & YEO, Kolotioloma I.H., 2023. "Can innovation reduce the size of the informal economy? Econometric evidence from 138 countries," MPRA Paper 119264, University Library of Munich, Germany.
  29. Freier, Ronny & Schumann, Mathias & Siedler, Thomas, 2015. "The earnings returns to graduating with honors — Evidence from law graduates," Labour Economics, Elsevier, vol. 34(C), pages 39-50.
  30. Berg, Helene, 2018. "Politicians’ Payments in a Proportional Party System," Research Papers in Economics 2018:3, Stockholm University, Department of Economics.
  31. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
  32. Balima, Hippolyte Weneyam, 2020. "Coups d’état and the cost of debt," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 509-528.
  33. Hunt Allcott & Matthew Gentzkow, 2017. "Social Media and Fake News in the 2016 Election," NBER Working Papers 23089, National Bureau of Economic Research, Inc.
  34. 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.
  35. Viola Angelini & Marco Bertoni & Luca Corazzini, 2015. "The Causal Effect of Paternal Unemployment on Children's Personality," SOEPpapers on Multidisciplinary Panel Data Research 795, DIW Berlin, The German Socio-Economic Panel (SOEP).
  36. Li, Wanfu & Jiang, Mengmeng & Zhang, Xuejiao & Wang, Yu & Qu, Xiaoyi, 2023. "Does foreign experience of top management affect corporate environmental responsibility? Evidence from China," Economic Modelling, Elsevier, vol. 122(C).
  37. Ruhose, Jens & Thomsen, Stephan L. & Weilage, Insa, 2018. "The Wider Benefits of Adult Learning: Work-Related Training and Social Capital," IZA Discussion Papers 11854, Institute of Labor Economics (IZA).
  38. Annarita Macchioni Giaquinto & Andrew M. Jones & Nigel Rice & Francesca Zantomio, 2022. "Labor supply and informal care responses to health shocks within couples: Evidence from the UK," Health Economics, John Wiley & Sons, Ltd., vol. 31(12), pages 2700-2720, December.
  39. Mazumder, Sharif & Saha, Pritam, 2021. "COVID-19: Fear of pandemic and short-term IPO performance," Finance Research Letters, Elsevier, vol. 43(C).
  40. Yang Jiang & Yi-Chun (Chad) Ho & Xiangbin Yan & Yong Tan, 2020. "When Online Lending Meets Real Estate: Examining Investment Decisions in Lending-Based Real Estate Crowdfunding," Information Systems Research, INFORMS, vol. 31(3), pages 715-730, September.
  41. Piper, Alan T., 2021. "An economic analysis of the empty nest syndrome: What the leaving child does matters," Discussion Papers 2021/4, Free University Berlin, School of Business & Economics.
  42. Ahlfeldt, Gabriel M. & Nitsch, Volker & Wendland, Nicolai, 2019. "Ease vs. noise: Long-run changes in the value of transport (dis)amenities," Journal of Environmental Economics and Management, Elsevier, vol. 98(C).
  43. Ming, Yaxin & Li, Yubo & Liu, Nian & Li, Jing, 2023. "Retail investor attention and corporate environmental performance: Evidence from china," Finance Research Letters, Elsevier, vol. 56(C).
  44. Nicolaj N. Mühlbach, 2020. "Tree-based Synthetic Control Methods: Consequences of moving the US Embassy," CREATES Research Papers 2020-04, Department of Economics and Business Economics, Aarhus University.
  45. Neukirchen, Daniel & Köchling, Gerrit & Posch, Peter N., 2023. "Enforcement of corporate misconduct during Democratic and Republican administrations," Finance Research Letters, Elsevier, vol. 55(PA).
  46. Jean-Louis Combes & Alexandru Minea & Cezara Vinturis & Pegdéwendé Nestor Sawadogo, 2019. "Can fiscal rules curb income inequality? Evidence from developing countries," Working Papers halshs-02423126, HAL.
  47. Hendrik Jürges & Alexandra Schwarz & Sorel Cahan & Ziad Abdeen, 2019. "Child mental health and cognitive development: evidence from the West Bank," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(3), pages 423-442, August.
  48. Tito Boeri & Pietro Garibaldi & Espen R. Moen, 2014. "Financial Constraints in Search Equilibrium: Mortensen and Pissarides Meet Holmstrom and Tirole," CEP Discussion Papers dp1317, Centre for Economic Performance, LSE.
  49. Del Rey, Elena & Jimenez-Martin, Sergi & Vall Castello, Judit, 2018. "Improving educational and labor outcomes through child labor regulation," Economics of Education Review, Elsevier, vol. 66(C), pages 51-66.
  50. Nikolova, Milena & Popova, Olga & Otrachshenko, Vladimir, 2022. "Stalin and the origins of mistrust," Journal of Public Economics, Elsevier, vol. 208(C).
  51. Pierre Lefebvre & Philip Merrigan, 2022. "Why Subsidize Independent Schools? Estimating the Effect of a Unique Canadian Schooling Model on Educational Attainment," Mathematics, MDPI, vol. 10(4), pages 1-22, February.
  52. Hetschko, Clemens & Preuss, Malte, 2020. "Income in jeopardy: How losing employment affects the willingness to take risks," Journal of Economic Psychology, Elsevier, vol. 79(C).
  53. 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.
  54. Eric Dunipace, 2021. "Optimal transport weights for causal inference," Papers 2109.01991, arXiv.org, revised May 2022.
  55. Brändle, Thomas & Elsener, Marc, 2023. "Do fiscal rules matter? A survey on recent evidence," Working papers 2023/07, Faculty of Business and Economics - University of Basel.
  56. Anita Kottwitz & Anja Oppermann & C. Katharina Spiess, 2016. "Parental leave benefits and breastfeeding in Germany: effects of the 2007 reform," Review of Economics of the Household, Springer, vol. 14(4), pages 859-890, December.
  57. Macchioni Giaquinto, Annarita & Jones, Andrew M. & Rice, Nigel & Zantomio, Francesca, 2021. "Labour supply and informal care responses to health shocks within couples: evidence from the UKHLS," GLO Discussion Paper Series 806, Global Labor Organization (GLO).
  58. Peter, Frauke H. & Spieß, C. Katharina, 2016. "Family Instability and Locus of Control in Adolescence," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 16(3), pages 1439-1471.
  59. Fran�ois-Charles Wolff, 2015. "Do the Return Intentions of French Migrants Affect Their Transfer Behaviour?," Journal of Development Studies, Taylor & Francis Journals, vol. 51(10), pages 1358-1373, October.
  60. Aysegül Kayaoglu & Ghassan Baliki & Tilman Brück & Melodie Al Daccache & Dorothee Weiffen, 2023. "How to conduct impact evaluations in humanitarian and conflict settings," HiCN Working Papers 387, Households in Conflict Network.
  61. Rui Chen & Guanhua Chen & Menggang Yu, 2023. "Entropy balancing for causal generalization with target sample summary information," Biometrics, The International Biometric Society, vol. 79(4), pages 3179-3190, December.
  62. Lina Maria Ellegård & Jens Dietrichson & Anders Anell, 2018. "Can pay‐for‐performance to primary care providers stimulate appropriate use of antibiotics?," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 39-54, January.
  63. Erling Barth & Henning Finseraas & Anders Kjelsrud & Kalle Moene, 2023. "Hit by the Silk Road: how wage coordination in Europe mitigates the China shock," Scandinavian Journal of Economics, Wiley Blackwell, vol. 125(1), pages 32-72, January.
  64. Seiro Ito & Aurélia Lépine & Carole Treibich, 2018. "The effect of sex work regulation on health and well‐being of sex workers: Evidence from Senegal," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1627-1652, November.
  65. Aymo Brunetti & Konstantin B chel & Martina Jakob & Ben Jann & Daniel Steffen, 2021. "Inadequate Teacher Content Knowledge and What to Do About It: Evidence from El Salvador," Diskussionsschriften dp2114, Universitaet Bern, Departement Volkswirtschaft.
  66. Huwei Wen & Yutong Liu & Yulin Huang, 2023. "Place-Based Policies and Carbon Emission Efficiency: Quasi-Experiment in China’s Old Revolutionary Base Areas," IJERPH, MDPI, vol. 20(3), pages 1-19, February.
  67. Ervin Prifti & Silvio Daidone & Greta Campora & Noemi Pace, 2021. "Government Transfers and Time Allocation Decisions: The Case of Child Labour in Ethiopia," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(1), pages 16-40, January.
  68. Mehmet Ugur & Eshref Trushin, 2023. "Information asymmetry, risk aversion and R&D subsidies: effect-size heterogeneity and policy conundrums," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(8), pages 1190-1215, November.
  69. Xinheng Liu & Shuxian Li & Chengbo Fu & Xu Gong & Chen Fan, 2024. "The oil price plummeted in 2014–2015: Is there an effect on Chinese firms' labour investment?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 943-960, January.
  70. Bonesrønning, Hans & Finseraas, Henning & Hardoy, Ines & Iversen, Jon Marius Vaag & Nyhus, Ole Henning & Opheim, Vibeke & Salvanes, Kari Vea & Sandsør, Astrid Marie Jorde & Schøne, Pål, 2022. "Small-group instruction to improve student performance in mathematics in early grades: Results from a randomized field experiment," Journal of Public Economics, Elsevier, vol. 216(C).
  71. Manuela Angelucci & Daniel Bennett, 2021. "Adverse Selection in the Marriage Market: HIV Testing and Marriage in Rural Malawi [Marrying Up: The Role of Sex Ratio in Assortative Matching]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(5), pages 2119-2148.
  72. Verena Lauber & Johanna Storck, 2016. "Helping with the Kids? How Family-Friendly Workplaces Affect Parental Well-Being and Behavior," SOEPpapers on Multidisciplinary Panel Data Research 883, DIW Berlin, The German Socio-Economic Panel (SOEP).
  73. Katarzyna Burzynska & Gabriela Contreras, 2020. "Affirmative action programs and network benefits in the number of board positions," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-26, August.
  74. Hossain, Ashrafee & Masum, Abdullah-Al & Saadi, Samir & Benkraiem, Ramzi, 2023. "Generalist CEO and carbon emissions," Journal of Economic Behavior & Organization, Elsevier, vol. 213(C), pages 68-86.
  75. Hippolyte Balima & Amadou Sy, 2021. "IMF-Supported Programs and Sovereign Debt Crises," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(2), pages 427-465, June.
  76. Huang, Ho-Chuan (River) & Yeh, Chih-Chuan, 2017. "Level, structure, and volatility of financial development and inflation targeting," Journal of Empirical Finance, Elsevier, vol. 44(C), pages 108-124.
  77. Guglielmo Briscese & Maddalena Grignani & Stephen Stapleton, 2022. "Crises and Political Polarization: Towards a Better Understanding of the Timing and Impact of Shocks and Media," Papers 2202.12339, arXiv.org, revised Feb 2023.
  78. Lukesch, Veronika & Zwick, Thomas, 2021. "Outside options drive wage inequalities in continuing jobs: Evidence from a natural experiment," ZEW Discussion Papers 21-003, ZEW - Leibniz Centre for European Economic Research.
  79. Atella, Vincenzo & Deb, Partha & Kopinska, Joanna, 2019. "Heterogeneity in long term health outcomes of migrants within Italy," Journal of Health Economics, Elsevier, vol. 63(C), pages 19-33.
  80. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
  81. Martin Huber, 2019. "An introduction to flexible methods for policy evaluation," Papers 1910.00641, arXiv.org.
  82. Qing Wan & Xiaoke Cheng & Kam C. Chan & Shenghao Gao, 2021. "Born to innovate? The birth‐order effect of CEOs on corporate innovation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(9-10), pages 1846-1888, October.
  83. Bertoni, Marco & Chattopadhyay, Debdeep & Gu, Yuanyuan, 2023. "Medical Brain Drain – Assessing the Role of Job Attributes and Individual Traits," IZA Discussion Papers 16243, Institute of Labor Economics (IZA).
  84. Bossler, Mario & Gürtzgen, Nicole & Lochner, Benjamin & Betzl, Ute & Feist, Lisa & Wegmann, Jakob, 2018. "Auswirkungen des gesetzlichen Mindestlohns auf Betriebe und Unternehmen," IAB-Forschungsbericht 201804, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  85. Robin Chen & Chia‐Wei Huang & Chih‐Yung Lin, 2022. "Board corruption and loan contracts," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 49(9-10), pages 1929-1956, October.
  86. Chen, Yinghui, 2021. "Does political turnover stifle or stimulate corporate innovation?," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 1126-1145.
  87. Mari, Gabriele & Cutuli, Giorgio, 2018. "Do parental leaves make the motherhood wage penalty worse? Assessing two decades of German reforms," SocArXiv f2nrc, Center for Open Science.
  88. Hübler, Olaf, 2019. "The Role of Body Weight for Health, Earnings and Life Satisfaction," IZA Discussion Papers 12078, Institute of Labor Economics (IZA).
  89. Adrian Chadi & Clemens Hetschko, 2018. "The magic of the new: How job changes affect job satisfaction," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 27(1), pages 23-39, March.
  90. Manuela Angelucci & Daniel Bennett, 2024. "The Economic Impact of Depression Treatment in India: Evidence from Community-Based Provision of Pharmacotherapy," American Economic Review, American Economic Association, vol. 114(1), pages 169-198, January.
  91. Tabellini, Marco & Fouka, Vasiliki, 2020. "Changing In-Group Boundaries: The Effect of Immigration on Race Relations in the US," CEPR Discussion Papers 14590, C.E.P.R. Discussion Papers.
  92. Esther Gehrke, 2019. "An Employment Guarantee as Risk Insurance? Assessing the Effects of the NREGS on Agricultural Production Decisions," The World Bank Economic Review, World Bank, vol. 33(2), pages 413-435.
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  118. Genz Sabrina & Bellmann Lutz & Matthes Britta, 2019. "Do German Works Councils Counter or Foster the Implementation of Digital Technologies? : First Evidence from the IAB-Establishment Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 523-564, June.
  119. Angelucci, Manuela & Bennett, Daniel M, 2021. "The Economic Impact of Depression Treatment in India," IZA Discussion Papers 14393, Institute of Labor Economics (IZA).
  120. Pierre Chausse & George Luta, 2017. "Casual Inference using Generalized Empirical Likelihood Methods," Working Papers 1707, University of Waterloo, Department of Economics, revised Dec 2017.
  121. Tabea S Sonnenschein & Simon Scheider & Siqi Zheng, 2022. "The rebirth of urban subcenters: How subway expansion impacts the spatial structure and mix of amenities in European cities," Environment and Planning B, , vol. 49(4), pages 1266-1282, May.
  122. Michael Mayberry, 2020. "Good for managers, bad for society? Causal evidence on the association between risk‐taking incentives and corporate social responsibility," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 47(9-10), pages 1182-1214, October.
  123. Ablam Estel APETI & Bao-We-Wal BAMBE & Jean Louis COMBES, 2022. "On the Macroeconomic Effects of Fiscal Reforms : Fiscal Rules and Public Expenditure Efficiency," LEO Working Papers / DR LEO 2985, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
  124. Mari, Gabriele, 2022. "Parental unemployment and children's education: A note on the very small role of aspirations," SocArXiv xzs8r, Center for Open Science.
  125. Darendeli, Alper & Fiechter, Peter & Hitz, Jörg-Markus & Lehmann, Nico, 2022. "The role of corporate social responsibility (CSR) information in supply-chain contracting: Evidence from the expansion of CSR rating coverage," Journal of Accounting and Economics, Elsevier, vol. 74(2).
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  777. Yewei Wu & Bofu Zhang, 2023. "Inquiry Letters and Tax Aggressiveness," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(4), pages 37-65, July.
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