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Highlighting Differences Between Conditional And Unconditional Quantile Regression Approaches Through An Application To Assess Medication Adherence

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  1. John Cullinan & Kevin Denny & Darragh Flannery, 2021. "A distributional analysis of upper secondary school performance," Empirical Economics, Springer, vol. 60(2), pages 1085-1113, February.
  2. Georgios Bertsatos & Plutarchos Sakellaris & Mike G. Tsionas, 2022. "Extensions of the Pesaran, Shin and Smith (2001) bounds testing procedure," Empirical Economics, Springer, vol. 62(2), pages 605-634, February.
  3. Je-Liang Liou, 2019. "Effect of Income Heterogeneity on Valuation of Mortality Risk in Taiwan: An Application of Unconditional Quantile Regression Method," IJERPH, MDPI, vol. 16(9), pages 1-15, May.
  4. Rui Evangelista & João Andrade E Silva & Esmeralda A. Ramalho, 2021. "How heterogeneous is the impact of energy efficiency on dwelling prices? Evidence from the application of the unconditional quantile hedonic model to the Portuguese residential market," Working Papers REM 2021/0186, ISEG - Lisbon School of Economics and Management, REM, Universidade de Lisboa.
  5. Brendan Walsh & Seán Lyons & Samantha Smith & Maev‐Ann Wren & James Eighan & Edgar Morgenroth, 2020. "Does formal home care reduce inpatient length of stay?," Health Economics, John Wiley & Sons, Ltd., vol. 29(12), pages 1620-1636, December.
  6. Wang, Keying & Cui, Yongyan & Zhang, Hongwu & Shi, Xunpeng & Xue, Jinjun & Yuan, Zhao, 2022. "Household carbon footprints inequality in China: Drivers, components and dynamics," Energy Economics, Elsevier, vol. 115(C).
  7. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
  8. Botha, Ferdi & Kabátek, Jan & Meekes, Jordy & Wilkins, Roger, 2023. "The Effects of Commuting and Working from Home Arrangements on Mental Health," IZA Discussion Papers 16618, Institute of Labor Economics (IZA).
  9. Heather Dickey & Alessa M. Widmaier, 2021. "The persistent pay gap between Easterners and Westerners in Germany: A quarter‐century after reunification," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 605-631, June.
  10. Sharma, Abhijit & Sousa, Cristina & Woodward, Richard, 2022. "Determinants of innovation outcomes: The role of institutional quality," Technovation, Elsevier, vol. 118(C).
  11. Tingting Zhang & Morley Gunderson, 2020. "Impact of Occupational Licensing on Wages and Wage Inequality: Canadian Evidence 1998–2018," Journal of Labor Research, Springer, vol. 41(4), pages 338-351, December.
  12. Kralj, Boris & O'Toole, Danielle & Vanstone, Meredith & Sweetman, Arthur, 2022. "The gender earnings gap in medicine: Evidence from Canada," Health Policy, Elsevier, vol. 126(10), pages 1002-1009.
  13. Apergis, Nicholas & Chasiotis, Ioannis & Georgantopoulos, Andreas G. & Konstantios, Dimitrios, 2021. "The integration of share repurchases into investment decision-making: Evidence from Japan," International Review of Financial Analysis, Elsevier, vol. 78(C).
  14. Junkai Zhao & Xinxin Zhang & Zongmin Li, 2019. "The Relationship between Cognitive Impairment and Social Vulnerability among the Elderly: Evidence from an Unconditional Quantile Regression Analysis in China," IJERPH, MDPI, vol. 16(19), pages 1-12, September.
  15. Thanh P. Bui & Katsushi S. Imai, 2019. "Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions," Journal of Development Studies, Taylor & Francis Journals, vol. 55(12), pages 2610-2625, December.
  16. Töpfer, Marina, 2017. "Detailed RIF decomposition with selection: The gender pay gap in Italy," Hohenheim Discussion Papers in Business, Economics and Social Sciences 26-2017, University of Hohenheim, Faculty of Business, Economics and Social Sciences.
  17. Simone Balestra & Uschi Backes-Gellner, 2014. "Heterogeneous effects of pupil-to-teacher ratio policies - A look at class size reduction and teacher aide," Economics of Education Working Paper Series 0102, University of Zurich, Department of Business Administration (IBW), revised Apr 2017.
  18. Jelena Nikolic & Ivica Rubil & Iva Tomic, 2014. "Changes in Public and Private Sector Pay Structures in Two Emerging Market Economies during the Crisis," Working Papers 1403, The Institute of Economics, Zagreb.
  19. Fedderke, Johannes W. & Chen, Tinghua, 2023. "Generalizing the “Masterpiece Effect” in fine art pricing: Quantile Hedonic regression results for the South African fine art market, 2009–2021," Economic Modelling, Elsevier, vol. 124(C).
  20. Anurag Sharma & Brian Vandenberg, 2019. "Heterogenous wealth effects of minimum unit price on purchase of alcohol: Evidence using scanner data," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-16, December.
  21. Francesco Longo & Luigi Siciliani & Giuseppe Moscelli & Hugh Gravelle, 2019. "Does hospital competition improve efficiency? The effect of the patient choice reform in England," Health Economics, John Wiley & Sons, Ltd., vol. 28(5), pages 618-640, May.
  22. Ludo Peeters & Eloi Schreurs & Steven Passel, 2017. "Heterogeneous Impact of Soil Contamination on Farmland Prices in the Belgian Campine Region: Evidence from Unconditional Quantile Regressions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(1), pages 135-168, January.
  23. Penney, Jeffrey & Lehrer, Steven F. & Bernal, Gloria L. & Reyes, Luis Carlos, 2023. "Do opportunities for low-income students at top colleges promote academic success? Evidence from Colombia's Ser Pilo Paga program," CLEF Working Paper Series 64, Canadian Labour Economics Forum (CLEF), University of Waterloo.
  24. Stephan Brunow & Stefanie Lösch & Ostap Okhrin, 2022. "Labor market tightness and individual wage growth: evidence from Germany," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-21, December.
  25. Daniel McMillen & Chihiro Shimizu, 2021. "Decompositions of house price distributions over time: The rise and fall of Tokyo house prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 49(4), pages 1290-1314, December.
  26. Paula Herrera-Idárraga & Enrique López-Bazo & Elisabet Motellón, 2016. "Regional Wage Gaps, Education and Informality in an Emerging Country: The Case of Colombia," Spatial Economic Analysis, Taylor & Francis Journals, vol. 11(4), pages 432-456, October.
  27. Markowitz, Sara & Adams, E. Kathleen & Lewitt, Mary Jane & Dunlop, Anne L., 2017. "Competitive effects of scope of practice restrictions: Public health or public harm?," Journal of Health Economics, Elsevier, vol. 55(C), pages 201-218.
  28. Sonja C. Kassenboehmer & Sonja G. Schatz, 2014. "Re-employment Expectations and the Eye of Providence," SOEPpapers on Multidisciplinary Panel Data Research 697, DIW Berlin, The German Socio-Economic Panel (SOEP).
  29. Evangelista, Rui & Silva, João Andrade e & Ramalho, Esmeralda A., 2022. "How heterogeneous is the impact of energy efficiency on dwelling prices? Evidence from the application of the unconditional quantile hedonic model to the Portuguese residential market," Energy Economics, Elsevier, vol. 109(C).
  30. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
  31. Fernandez, Mario Andres & Bucaram, Santiago, 2019. "The changing face of environmental amenities: Heterogeneity across housing submarkets and time," Land Use Policy, Elsevier, vol. 83(C), pages 449-460.
  32. Rahul Menon, 2019. "Short-term contracts and their effect on wages in Indian regular wage employment," The Economic and Labour Relations Review, , vol. 30(1), pages 142-164, March.
  33. Nguyen, Trung Thanh & Nguyen, Thanh-Tung & Grote, Ulrike, 2022. "Internet use, natural resource extraction and poverty reduction in rural Thailand," Ecological Economics, Elsevier, vol. 196(C).
  34. Bernal, Gloria L. & Penney, Jeffrey, 2019. "Scholarships and student effort: Evidence from Colombia’s Ser Pilo Paga program," Economics of Education Review, Elsevier, vol. 72(C), pages 121-130.
  35. McInerney, Melissa & Meiselbach, Mark K., 2020. "Distributional Effects of Recent Health Insurance Expansions on Weight-Related Outcomes," Economics & Human Biology, Elsevier, vol. 38(C).
  36. Vincenzo Andrietti & Xuejuan Su, 2019. "Education curriculum and student achievement: theory and evidence," Education Economics, Taylor & Francis Journals, vol. 27(1), pages 4-19, January.
  37. Nikolic, Jelena & Rubil, Ivica & Tomić, Iva, 2017. "Pre-crisis reforms, austerity measures and the public-private wage gap in two emerging economies," Economic Systems, Elsevier, vol. 41(2), pages 248-265.
  38. Waitkus, Nora & Minkus, Lara, 2021. "Investigating the gender wealth gap across occupational classes," LSE Research Online Documents on Economics 108206, London School of Economics and Political Science, LSE Library.
  39. Amèvi Rocard Kouwoaye, 2021. "GATT/WTO membership–poverty nexus: An unconditional quantile regression approach," The World Economy, Wiley Blackwell, vol. 44(11), pages 3389-3421, November.
  40. Wanglin Ma & Xiaobing Wang, 2020. "Internet Use, Sustainable Agricultural Practices and Rural Incomes: Evidence from China," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 64(4), pages 1087-1112, October.
  41. Stefan Schneck, 2018. "The Effect of Self-Employment on Income Inequality," SOEPpapers on Multidisciplinary Panel Data Research 999, DIW Berlin, The German Socio-Economic Panel (SOEP).
  42. Giuseppe Lucio Gaeta & Giuseppe Lubrano Lavadera & Francesco Pastore, 2022. "Overeducation wage penalty among Ph.D. holders: an unconditional quantile regression analysis on Italian data," International Journal of Manpower, Emerald Group Publishing Limited, vol. 44(6), pages 1096-1117, March.
  43. Hongwu Zhang & Lequan Zhang & Keying Wang & Xunpeng Shi, 2019. "Unveiling Key Drivers of Indirect Carbon Emissions of Chinese Older Households," Sustainability, MDPI, vol. 11(20), pages 1-17, October.
  44. Tam NguyenHuu & Deniz Karaman Orsal, 2022. "Geopolitical risks and financial stress in emerging economies," Working Papers 2022.09, International Network for Economic Research - INFER.
  45. Papuna Gogoladze, 2019. "Gender Income Gap Over Life-Cycle: Cross-Country Analysis," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 117, Faculty of Economics and Business Administration, University of Tartu (Estonia).
  46. Dong, Xiyong & Li, Changhong & Yoon, Seong-Min, 2021. "How can investors build a better portfolio in small open economies? Evidence from Asia’s Four Little Dragons," The North American Journal of Economics and Finance, Elsevier, vol. 58(C).
  47. Viola Angelini & Irene Ferrari, 2021. "The long-term effects of experienced macroeconomic shocks on wealth," Working Papers 2021:23, Department of Economics, University of Venice "Ca' Foscari".
  48. Bonanno, Alessandro & Bimbo, Francesco & Cleary, Rebecca & Castellari, Elena, 2018. "Food labels and adult BMI in Italy – An unconditional quantile regression approach," Food Policy, Elsevier, vol. 74(C), pages 199-211.
  49. Dang, Rui, 2015. "Explaining the body mass index gaps between Turkish immigrants and Germans in West Germany 2002-2012: A decomposition analysis of socio-economic causes," Ruhr Economic Papers 580, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  50. Matthew Shannon, 2021. "The Impact of Victimisation on Subjective Well-Being," Working Papers 202123, School of Economics, University College Dublin.
  51. Chen, Yang & He, Ming & Rudkin, Simon, 2017. "Manufacturing productivity in China: Deconstructing the role of Agglomeration," RIEI Working Papers 2017-04, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
  52. Simone Balestra & Uschi Backes-Gellner, 2017. "Heterogeneous effects of pupil-to-teacher ratio policies - A look at class size reduction and teacher aide," Economics of Education Working Paper Series 0130, University of Zurich, Department of Business Administration (IBW).
  53. Nicholas, Lauren Hersch & Baum, Micah Y., 2020. "Wills, public policy, and financial well-being among surviving spouses," The Journal of the Economics of Ageing, Elsevier, vol. 16(C).
  54. Amina Ika Micah, 2022. "Three essays on access to credit and financial shock in Nigeria," Economics PhD Theses 0422, Department of Economics, University of Sussex Business School.
  55. Andrew M. Jones & Roberto Zanola, 2015. "Does the law of one price hold in non-standard investment markets? Why selling picasso in New York is differents," ACEI Working Paper Series AWP-04-2015, Association for Cultural Economics International, revised May 2015.
  56. Tom Gillespie & Ronan C. Lyons & Thomas K. J. McDermott, 2020. "Information Matters: Evidence from flood risk in the Irish housing market," Trinity Economics Papers tep1620, Trinity College Dublin, Department of Economics.
  57. Freire, Tiago & Rudkin, Simon, 2019. "Healthy food diversity and supermarket interventions: Evidence from the Seacroft Intervention Study," Food Policy, Elsevier, vol. 83(C), pages 125-138.
  58. Raffaele Miniaci & Paolo Panteghini, 2021. "On the Capital Structure of Foreign Subsidiaries: Evidence from a Panel Data Quantile Regression Model," CESifo Working Paper Series 9085, CESifo.
  59. Geraldine Healy & M. Mostak Ahamed, 2019. "Gender Pay Gap, Voluntary Interventions and Recession: The Case of the British Financial Services Sector," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 302-327, June.
  60. Stefan Schneck, 2020. "Self-employment as a source of income inequality," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(1), pages 45-64, March.
  61. Ashok K. Mishra & Kh. A. Mottaleb & Samarendu Mohanty, 2015. "Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 139-148, March.
  62. Middleditch, Paul & Moindrot, Will & Rudkin, Simon, 2022. "Teaching with Twitter: An extension to the traditional learning environment," International Review of Economics Education, Elsevier, vol. 41(C).
  63. Robert Pryce & Bruce Hollingsworth & Ian Walker, 2019. "Alcohol quantity and quality price elasticities: quantile regression estimates," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(3), pages 439-454, April.
  64. Klein Teeselink, Bouke & Zauberman, Gal, 2023. "The Anna Karenina income effect: Well-being inequality decreases with income," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 501-513.
  65. Trung Thanh Nguyen & Manh Hung Do, 2022. "Female rural–urban migrants and online marketplaces in emerging economies: Evidence from Thailand and Vietnam," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 9(3), pages 317-342, September.
  66. Khanal, Aditya R. & Mishra, Sachin K & Honey, Ummey, 2018. "Certified organic food production, financial performance, and farm size: An unconditional quantile regression approach," Land Use Policy, Elsevier, vol. 78(C), pages 367-376.
  67. Duc, Le Thuc, 2019. "Household wealth and gender gap widening in height: Evidence from adolescents in Ethiopia, India, Peru, and Vietnam," Economics & Human Biology, Elsevier, vol. 34(C), pages 208-215.
  68. Hajime Seya & Kay W. Axhausen & Makoto Chikaraishi, 2020. "Spatial unconditional quantile regression: application to Japanese parking price data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(2), pages 351-402, October.
  69. Bonanno, Alessandro & Bimbo, Francesco & Costanigro, Marco & VIscecchia, Rosaria, 2018. "Do Geographic Indication Labels Pay off? Estimating GI’s implicit Price Dispersion in the Italian EVOO Market," 2018 Annual Meeting, August 5-7, Washington, D.C. 274203, Agricultural and Applied Economics Association.
  70. Dong, Xiyong & Li, Changhong & Yoon, Seong-Min, 2020. "Asymmetric dependence structures for regional stock markets: An unconditional quantile regression approach," The North American Journal of Economics and Finance, Elsevier, vol. 52(C).
  71. Haroon Bhorat & Kezia Lilenstein & Morné Oosthuizen & Amy Thornton, 2020. "Wage polarization in a high-inequality emerging economy: The case of South Africa," WIDER Working Paper Series wp-2020-55, World Institute for Development Economic Research (UNU-WIDER).
  72. Gawehn, Vanessa & Müller, Jens, 2019. "Tax avoidance - are banks any different?," arqus Discussion Papers in Quantitative Tax Research 239, arqus - Arbeitskreis Quantitative Steuerlehre.
  73. Erik Nesson, 2017. "Heterogeneity in Smokers' Responses to Tobacco Control Policies," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 206-225, February.
  74. Alessio Tomelleri, 2021. "Temporary jobs and increasing inequality for recent cohorts in Italy," LABOUR, CEIS, vol. 35(4), pages 500-537, December.
  75. Qin, Yu & Zhu, Hongjia & Zhu, Rong, 2016. "Changes in the distribution of land prices in urban China during 2007–2012," Regional Science and Urban Economics, Elsevier, vol. 57(C), pages 77-90.
  76. William A. Darity Jr. & Darrick Hamilton & Samuel L. Myers Jr. & Gregory N. Price & Man Xu, 2022. "Racial Differences in Time at Work Not Working," ILR Review, Cornell University, ILR School, vol. 75(3), pages 552-572, May.
  77. Zanola, Roberto & Vecco, Marilena & Jones, Andrew, 2021. "A place for everything and everything in its place: New York's role in the art market," Research in Economics, Elsevier, vol. 75(3), pages 215-224.
  78. Meng-Shiuh Chang & Meng-Wei Chen & Peijie Ju, 2023. "Asymmetry in Hedges, Safe Havens, Flights and Contagion: Unconditional Quantile Regression Approach," SAGE Open, , vol. 13(4), pages 21582440231, November.
  79. Töpfer, Marina, 2017. "Detailed RIF Decomposition with Selection - The Gender Pay Gap in Italy," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168422, Verein für Socialpolitik / German Economic Association.
  80. Lozano, Julian E. & Elofsson, Katarina & Surry, Yves, 2021. "Heterogeneous impacts of large carnivores on hunting lease prices," Land Use Policy, Elsevier, vol. 101(C).
  81. Janssen, Aljoscha & Shapiro, Matthew H., 2021. "Does precise case disclosure limit precautionary behavior? Evidence from COVID-19 in Singapore," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 700-714.
  82. Anthony Orlando, 2018. "Asset Markets, Credit Markets, and Inequality: Distributional Changes in Housing, 1970-2016," ERES eres2018_182, European Real Estate Society (ERES).
  83. Walsh, Brendan & Wren, Maev-Ann & Smith, Samantha & Lyons, Seán & Eighan, James & Morgenroth, Edgar, 2019. "An analysis of the effects on Irish hospital care of the supply of care inside and outside the hospital," Research Series, Economic and Social Research Institute (ESRI), number RS91, June.
  84. Trung Thanh Nguyen & Manh Hung Do, 2022. "Female migrants and online market participation in rural Southeast Asia," TVSEP Working Papers wp-026, Leibniz Universitaet Hannover, Institute of Development and Agricultural Economics, Project TVSEP.
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