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Robustness issues in multilevel regression analysis

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Cited by:

  1. Bradley S. Blaylock & Jimmy F. Downes & Mollie E. Mathis & Scott D. White, 2022. "Do bondholders incorporate expected repatriation taxes into their pricing of debt?," Review of Accounting Studies, Springer, vol. 27(4), pages 1457-1492, December.
  2. Vanoutrive, Thomas & Van De Vijver, Elien & Van Malderen, Laurent & Jourquin, Bart & Thomas, Isabelle & Verhetsel, Ann & Witlox, Frank, 2012. "What determines carpooling to workplaces in Belgium: location, organisation, or promotion?," Journal of Transport Geography, Elsevier, vol. 22(C), pages 77-86.
  3. Leo Ahrens, 2020. "Unfair Inequality and the Demand for Redistribution," LIS Working papers 771, LIS Cross-National Data Center in Luxembourg.
  4. Arina Zanuzdana & Mobarak Khan & Alexander Kraemer, 2013. "Housing Satisfaction Related to Health and Importance of Services in Urban Slums: Evidence from Dhaka, Bangladesh," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(1), pages 163-185, May.
  5. Ioan Dutcă & Petru Tudor Stăncioiu & Ioan Vasile Abrudan & Florin Ioraș, 2018. "Using clustered data to develop biomass allometric models: The consequences of ignoring the clustered data structure," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-17, August.
  6. Gonzalez Canche, Manuel Sacramento, 2014. "Localized competition in the non-resident student market," Economics of Education Review, Elsevier, vol. 43(C), pages 21-35.
  7. Dzanku, Fred M. & Jirström, Magnus & Marstorp, Håkan, 2015. "Yield Gap-Based Poverty Gaps in Rural Sub-Saharan Africa," World Development, Elsevier, vol. 67(C), pages 336-362.
  8. Francesco Aiello & Graziella Bonanno, 2018. "Multilevel empirics for small banks in local markets," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 1017-1037, November.
  9. D. Gunzler & W. Tang & N. Lu & P. Wu & X. Tu, 2014. "A Class of Distribution-Free Models for Longitudinal Mediation Analysis," Psychometrika, Springer;The Psychometric Society, vol. 79(4), pages 543-568, October.
  10. Michèle Mansuy & Claude Minni, 2004. "Le secteur de premier emploi oriente-t-il le début de parcours professionnel ?," Économie et Statistique, Programme National Persée, vol. 378(1), pages 129-146.
  11. Francesco Aiello & Fernanda Ricotta, 2014. "Firm heterogeneity in productivity across Europe. What explains what?," ERSA conference papers ersa14p808, European Regional Science Association.
  12. Spyridon Stavropoulos & Martijn J. Burger & Dimitris Skuras, 2015. "Data Sparseness and Variance in Accounting Profitability," Tinbergen Institute Discussion Papers 15-014/VII, Tinbergen Institute.
  13. Theall, Katherine P. & Scribner, Richard & Lynch, Sara & Simonsen, Neal & Schonlau, Matthias & Carlin, Bradley & Cohen, Deborah, 2008. "Impact of Small Group Size on Neighborhood Influences in Multilevel Models," MPRA Paper 11648, University Library of Munich, Germany.
  14. Francesco Aiello & Fernanda Ricotta, 2016. "Firm heterogeneity in productivity across Europe: evidence from multilevel models," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(1), pages 57-89, January.
  15. Wen Liu & Jingcheng Shi & Simin He & Xi Luo & Weijun Zhong & Fang Yang, 2021. "Understanding variations and influencing factors on length of stay for T2DM patients based on a multilevel model," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-14, March.
  16. Alina Schmitz & Martina Brandt, 2022. "Health Limitations, Regional Care Infrastructure and Wellbeing in Later Life: A Multilevel Analysis of 96 European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(2), pages 693-709, November.
  17. Yoosun Chu & Ce Shen & Jie Yang, 2018. "Country-Level Bonding, Bridging, and Linking Social Capital and Immigrants’ Life Satisfaction," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(3), pages 745-759, September.
  18. Wang, Gang & Holmes, R. Michael & Devine, Richard A. & Bishoff, John, 2018. "CEO gender differences in careers and the moderating role of country culture: A meta-analytic investigation," Organizational Behavior and Human Decision Processes, Elsevier, vol. 148(C), pages 30-53.
  19. Jan Eichhorn, 2014. "The (Non-) Effect of Unemployment Benefits: Variations in the Effect of Unemployment on Life-Satisfaction Between EU Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(1), pages 389-404, October.
  20. Andrew Bell & Malcolm Fairbrother & Kelvyn Jones, 2019. "Fixed and random effects models: making an informed choice," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(2), pages 1051-1074, March.
  21. Anna Ferragina & Fernanda Mazzotta, 2015. "Agglomeration economies in Italy: impact on heterogeneous firms’ exit in a multilevel framework," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(4), pages 395-440, December.
  22. Gagnon, Marie-Pierre & Simonyan, David & Ghandour, El Kebir & Godin, Gaston & Labrecque, Michel & Ouimet, Mathieu & Rousseau, Michel, 2016. "Factors influencing electronic health record adoption by physicians: A multilevel analysis," International Journal of Information Management, Elsevier, vol. 36(3), pages 258-270.
  23. Jee-Seon Kim & Edward Frees, 2006. "Omitted Variables in Multilevel Models," Psychometrika, Springer;The Psychometric Society, vol. 71(4), pages 659-690, December.
  24. Leonardo Grilli & Carla Rampichini, 2015. "Specification of random effects in multilevel models: a review," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(3), pages 967-976, May.
  25. Mark Stevens & Tim Rees & Niklas K Steffens & S Alexander Haslam & Pete Coffee & Remco Polman, 2019. "Leaders’ creation of shared identity impacts group members’ effort and performance: Evidence from an exercise task," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-19, July.
  26. Haans, Hans & Gijsbrechts, Els, 2011. "“One-deal-fits-all?” On Category Sales Promotion Effectiveness in Smaller versus Larger Supermarkets," Journal of Retailing, Elsevier, vol. 87(4), pages 427-443.
  27. Fleta-Asín, Jorge & Muñoz, Fernando, 2023. "When bigger is better: Investment volume drivers in infrastructure public-private partnership projects," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
  28. Bunger, Alicia C. & Chuang, Emmeline & McBeath, Bowen, 2012. "Facilitating mental health service use for caregivers: Referral strategies among child welfare caseworkers," Children and Youth Services Review, Elsevier, vol. 34(4), pages 696-703.
  29. Stephanie Potochnick, 2014. "The Academic Adaptation of Children of Immigrants in New and Established Settlement States: The Role of Family, Schools, and Neighborhoods," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 33(3), pages 335-364, June.
  30. Coulon, Sandra M. & Wilson, Dawn K. & Egan, Brent M., 2013. "Associations among environmental supports, physical activity, and blood pressure in African-American adults in the PATH trial," Social Science & Medicine, Elsevier, vol. 87(C), pages 108-115.
  31. Legrain, Alexander & Buliung, Ron & El-Geneidy, Ahmed M., 2016. "Travelling fair: Targeting equitable transit by understanding job location, sectorial concentration, and transit use among low-wage workers," Journal of Transport Geography, Elsevier, vol. 53(C), pages 1-11.
  32. Sabz Ali & Said Ali Shah & Seema Zubair & Sundas Hussain, 2021. "A comparative study of estimators in multilevel linear models," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-10, November.
  33. Lago-Peñas, Ignacio & Lago-Peñas, Santiago, 2010. "The determinants of tax morale in comparative perspective: Evidence from European countries," European Journal of Political Economy, Elsevier, vol. 26(4), pages 441-453, December.
  34. Jesse Hemerik & Jelle J. Goeman & Livio Finos, 2020. "Robust testing in generalized linear models by sign flipping score contributions," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 82(3), pages 841-864, July.
  35. Oh, Joo-seok & Kim, Sei-yong, 2017. "Enhancing urban agriculture through participants’ satisfaction: The case of Seoul, Korea," Land Use Policy, Elsevier, vol. 69(C), pages 123-133.
  36. Colin Vance & Ralf Hedel, 2007. "The impact of urban form on automobile travel: disentangling causation from correlation," Transportation, Springer, vol. 34(5), pages 575-588, September.
  37. Steven A. Brieger & Michael M. Gielnik, 2021. "Understanding the gender gap in immigrant entrepreneurship: a multi-country study of immigrants’ embeddedness in economic, social, and institutional contexts," Small Business Economics, Springer, vol. 56(3), pages 1007-1031, February.
  38. Ritter-Hayashi, Daniela & Knoben, Joris & Vermeulen, Patrick A.M., 2021. "Temporary employment: Curse or blessing for a firm's absorptive capacity?," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
  39. Melanie Wagner & Martina Brandt, 2018. "Long-term Care Provision and the Well-Being of Spousal Caregivers: An Analysis of 138 European Regions," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 73(4), pages 24-34.
  40. Eun Jung Kim & Jiyeong Kim & Hyunjung Kim, 2020. "Neighborhood Walkability and Active Transportation: A Correlation Study in Leisure and Shopping Purposes," IJERPH, MDPI, vol. 17(7), pages 1-16, March.
  41. Francesco Aiello & Graziella Bonanno & Stefania P. S. Rossi, 2020. "How firms finance innovation. Further empirics from European SMEs," Metroeconomica, Wiley Blackwell, vol. 71(4), pages 689-714, November.
  42. Valerio Ghezzi & Tahira M. Probst & Laura Petitta & Claudio Barbaranelli, 2020. "Multilevel Job Demands and Resources: Cross-Level Effects of Competing Organizational Facet-Specific Climates on Risky Safety Behaviors," IJERPH, MDPI, vol. 17(10), pages 1-21, May.
  43. Coralie Gandré & Jeanne Gervaix & Julien Thillard & Jean-Marc Macé & Jean-Luc Roelandt & Karine Chevreul, 2017. "The Development of Psychiatric Services Providing an Alternative to Full-Time Hospitalization Is Associated with Shorter Length of Stay in French Public Psychiatry," IJERPH, MDPI, vol. 14(3), pages 1-16, March.
  44. Sun-Joo Cho & Sarah Brown-Schmidt & Woo-yeol Lee, 2018. "Autoregressive Generalized Linear Mixed Effect Models with Crossed Random Effects: An Application to Intensive Binary Time Series Eye-Tracking Data," Psychometrika, Springer;The Psychometric Society, vol. 83(3), pages 751-771, September.
  45. Haans, A.J. & Gijsbrechts, E., 2011. "One-deal-fits-all? : On category sales promotion effectiveness in smaller versus larger supermarkets," Other publications TiSEM 2c1a69db-bdfa-4988-a84c-4, Tilburg University, School of Economics and Management.
  46. Aiello, Francesco & Pupo, Valeria & Ricotta, Fernanda, 2013. "Firm heterogeneity in TFP, sectoral innovation and geography. Evidence from Italy," MPRA Paper 48573, University Library of Munich, Germany.
  47. Jooseok Oh, 2020. "Smart City as a Tool of Citizen-Oriented Urban Regeneration: Framework of Preliminary Evaluation and Its Application," Sustainability, MDPI, vol. 12(17), pages 1-20, August.
  48. Kenneth Harttgen & Mark Misselhorn, 2006. "A Multilevel Approach to Explain Child Mortality and Undernutrition in South Asia and Sub-Saharan Africa," Ibero America Institute for Econ. Research (IAI) Discussion Papers 152, Ibero-America Institute for Economic Research.
  49. McMahon, James M. & Pouget, Enrique R. & Tortu, Stephanie, 2006. "A guide for multilevel modeling of dyadic data with binary outcomes using SAS PROC NLMIXED," Computational Statistics & Data Analysis, Elsevier, vol. 50(12), pages 3663-3680, August.
  50. Günther, Isabel & Harttgen, Kenneth, 2009. "Estimating Households Vulnerability to Idiosyncratic and Covariate Shocks: A Novel Method Applied in Madagascar," World Development, Elsevier, vol. 37(7), pages 1222-1234, July.
  51. L. Bryan, Mark & P. Jenkins, Stephen, 2013. "Regression analysis of country effects using multilevel data: a cautionary tale," ISER Working Paper Series 2013-14, Institute for Social and Economic Research.
  52. Fernanda Ricotta, 2016. "Productivity Differences By Export Destination," Working Papers 201601, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
  53. Bruno ARPINO & Roberta VARRIALE, 2010. "Assessing The Quality Of Institutions’ Rankings Obtained Through Multilevel Linear Regression Models," Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. 5(1(11)_Spr), pages 7-22.
  54. Elff, Martin & Heisig, Jan Paul & Schaeffer, Merlin & Shikano, Susumu, 2016. "No Need to Turn Bayesian in Multilevel Analysis with Few Clusters: How Frequentist Methods Provide Unbiased Estimates and Accurate Inference," SocArXiv z65s4, Center for Open Science.
  55. Natalia Letki & Mierina, I. (Inta), 2012. "GINI DP 45: The Power of Networks. Individual and Contextual Determinants of Mobilising Social Networks for Help," GINI Discussion Papers 45, AIAS, Amsterdam Institute for Advanced Labour Studies.
  56. David Quinn & Jonathan Wilkenfeld & Pelin Eralp & Victor Asal & Theodore Mclauchlin, 2013. "Crisis managers but not conflict resolvers: Mediating ethnic intrastate conflict in Africa," Conflict Management and Peace Science, Peace Science Society (International), vol. 30(4), pages 387-406, September.
  57. Janaki Imbulana Arachchi & Shunsuke Managi, 2023. "The role of social capital in subjective quality of life," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-10, December.
  58. JaeYoul Shin, 2018. "Relative Deprivation, Satisfying Rationality, and Support for Redistribution," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(1), pages 35-56, November.
  59. Intravia, Jonathan & Stewart, Eric A. & Warren, Patricia Y. & Wolff, Kevin T., 2016. "Neighborhood disorder and generalized trust: A multilevel mediation examination of social mechanisms," Journal of Criminal Justice, Elsevier, vol. 46(C), pages 148-158.
  60. repec:gig:joupla:v:3:y:2011:i:2:p:3-41 is not listed on IDEAS
  61. Roxana-Otilia-Sonia Hritcu, 2015. "Multilevel Models: Conceptual Framework and Applicability," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 11(5), pages 72-83, October.
  62. Maciej Jakubowski, 2007. "Efektywność wydatków na gimnazja," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 85-113.
  63. Abdellatif Chatri & Otman Chahbi & Mustapha Snihji, 2021. "The multilevel analysis of students’ achievement: Evidence from Morocco," African Development Review, African Development Bank, vol. 33(1), pages 117-129, March.
  64. Bruno Arpino & Roberta Varriale, 2009. "Assessing the quality of institutions' rankings obtained through multilevel linear regression models," Working Papers 019, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi.
  65. Ferraccioli, Federico & Sangalli, Laura M. & Finos, Livio, 2022. "Some first inferential tools for spatial regression with differential regularization," Journal of Multivariate Analysis, Elsevier, vol. 189(C).
  66. Mikami, Satoru & Furukawa, Mitsuaki, 2014. "An Empirical Study of the Conditions for Successful Knowledge Transfer in Training Programs," Working Papers 85, JICA Research Institute.
  67. Fernanda Ricotta, 2019. "The Quality of Regional Government and Firm Performance," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(2), pages 27-40, February.
  68. Mizel, Matthew L. & Miles, Jeremy N.V. & Pedersen, Eric R. & Tucker, Joan S. & Ewing, Brett A. & D'Amico, Elizabeth J., 2016. "To educate or to incarcerate: Factors in disproportionality in school discipline," Children and Youth Services Review, Elsevier, vol. 70(C), pages 102-111.
  69. Guus A Meerhoff & Arie C Verburg & Renske M Schapendonk & Juliette Cruijsberg & Maria W G Nijhuis-van der Sanden & Simone A van Dulmen & Philip J Van der Wees, 2021. "Reliability, validity and discriminability of patient reported outcomes for non-specific low back pain in a nationwide physical therapy registry: A retrospective observational cohort study," PLOS ONE, Public Library of Science, vol. 16(6), pages 1-16, June.
  70. Francesco Aiello & Graziella Bonanno & Stefania Patrizia Sonia Rossi, 2019. "Risk Aversion And Entrepreneurship: Financing Innovation For Smes Across Europe. Evidence From Multilevel Models," Working Papers 201902, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
  71. Park, Sungchul & Lee, Jason & Ikai, Hiroshi & Otsubo, Tetsuya & Imanaka, Yuichi, 2013. "Decentralization and centralization of healthcare resources: Investigating the associations of hospital competition and number of cardiologists per hospital with mortality and resource utilization in ," Health Policy, Elsevier, vol. 113(1), pages 100-109.
  72. Mohd Erfy Ismail & Mohd Ali Samsudin & Ahmad Nurulazam Md. Zain, 2014. "A Multilevel Study on Trends in Malaysian Secondary School Students? Science Attitude: Evidence from TIMSS 2011," International Journal of Asian Social Science, Asian Economic and Social Society, vol. 4(5), pages 572-584, May.
  73. GRIES, Thomas & PALNAU, Irene, 2016. "Distress Beyond Poverty: Spatial Patterns And Geographic Aspects Of Vulnerability In Brazil," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 16(2), pages 53-70.
  74. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2014. "Explaining Total Factor Productivity at Firm Level in Italy: Does Location Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 51-70, March.
  75. Bruno Arpino & Arnstein Aassve, 2014. "The role of villages in households’ poverty exit: evidence from a multilevel model for rural Vietnam," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(4), pages 2175-2189, July.
  76. Vikas Mittal & Eugene W. Anderson & Akin Sayrak & Pandu Tadikamalla, 2005. "Dual Emphasis and the Long-Term Financial Impact of Customer Satisfaction," Marketing Science, INFORMS, vol. 24(4), pages 544-555, August.
  77. Qionghan Zhang & Yingyuan Chen & Yuan Tao & Tahir Farid & Jianhong Ma, 2019. "How Consistent Contributors Inspire Individuals to Cooperate: The Role of Moral Elevation and Social Value Orientation," Sustainability, MDPI, vol. 11(7), pages 1-19, March.
  78. Candel, Math J.J.M., 2007. "Empirical Bayes estimators of the random intercept in multilevel analysis: Performance of the classical, Morris and Rao version," Computational Statistics & Data Analysis, Elsevier, vol. 51(6), pages 3027-3040, March.
  79. Sabrina Berens & Joachim Funke, 2020. "A vignette study of option refusal and decision deferral as two forms of decision avoidance: Situational and personal predictors," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-25, October.
  80. Zolnik, Edmund J., 2012. "The costs of sprawl for private-vehicle commuters," Journal of Transport Geography, Elsevier, vol. 20(1), pages 23-30.
  81. Chih-Hao Chang & Hsin-Cheng Huang & Ching-Kang Ing, 2022. "Inference of random effects for linear mixed-effects models with a fixed number of clusters," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 74(6), pages 1143-1161, December.
  82. Edmund J Zolnik, 2011. "The Effect of Sprawl on Private-Vehicle Commuting Outcomes," Environment and Planning A, , vol. 43(8), pages 1875-1893, August.
  83. Dritjon Gruda & Dimitra Karanatsiou & Kanishka Mendhekar & Jennifer Golbeck & Athena Vakali, 2021. "I Alone Can Fix It: Examining interactions between narcissistic leaders and anxious followers on Twitter using a machine learning approach," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 72(11), pages 1323-1336, November.
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