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Robustness issues in multilevel regression analysis


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  • Cora J. M. Maas
  • Joop J. Hox
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    Article provided by Netherlands Society for Statistics and Operations Research in its journal Statistica Neerlandica.

    Volume (Year): 58 (2004)
    Issue (Month): 2 ()
    Pages: 127-137

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    Handle: RePEc:bla:stanee:v:58:y:2004:i:2:p:127-137

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    Cited by:
    1. 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.
    2. 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.
    3. Misselhorn, Mark & Harttgen, Kenneth, 2006. "A Multilevel Approach to Explain Child Mortality and Undernutrition in South Asia and Sub-Saharan Africa," Proceedings of the German Development Economics Conference, Berlin 2006 20, Verein für Socialpolitik, Research Committee Development Economics.
    4. 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.
    5. 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.
    6. Arpino, Bruno & Varriale, Roberta, 2009. "Assessing the quality of institutions’ rankings obtained through multilevel linear regression models," MPRA Paper 19873, University Library of Munich, Germany.
    7. 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.
    8. 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.
    9. 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, Springer, vol. 112(1), pages 163-185, May.
    10. 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.
    11. Haans, A.J. & Gijsbrechts, E., 2011. "One-deal-fits-all?: On category sales promotion effectiveness in smaller versus larger supermarkets," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4643292, Tilburg University.
    12. Francesco Aiello & Fernanda Ricotta, 2014. "Firm Heterogeneity In Productivity Across Europe. What Explains What?," Working Papers 201404, Università della Calabria, Dipartimento di Economia, Statistica e Finanza (Ex Dipartimento di Economia e Statistica).
    13. 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.
    14. Bryan, Mark L. & Jenkins, Stephen P., 2013. "Regression Analysis of Country Effects Using Multilevel Data: A Cautionary Tale," IZA Discussion Papers 7583, Institute for the Study of Labor (IZA).
    15. Jee-Seon Kim & Edward Frees, 2006. "Omitted Variables in Multilevel Models," Psychometrika, Springer, vol. 71(4), pages 659-690, December.
    16. 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.
    17. Michèle Mansuy & Claude Minni, 2005. "Does The Sector of First Employment Influence the Start of The Career Path?," Economie et Statistique, Institut National de la Statistique et des Etudes Economiques, vol. 378, pages 129-146, July.
    18. 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.
    19. 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.


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