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Improved Approximations for Multilevel Models with Binary Responses

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  1. Raúl Ramos & Esteban Sanromá, 2013. "Overeducation and Local Labour Markets in Spain," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 104(3), pages 278-291, July.
  2. Ian Langford* & Areti Kontogianni & Mihalis Skourtos & Stavros Georgiou & Ian Bateman, 1998. "Multivariate Mixed Models for Open-Ended Contingent Valuation Data: Willingness To Pay For Conservation of Monk Seals," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 12(4), pages 443-456, December.
  3. Jörg-Peter Schräpler, 2002. "Respondent Behavior in Panel Studies: A Case Study for Income-Nonresponse by Means of the German Socio-Economic Panel (GSOEP)," Discussion Papers of DIW Berlin 299, DIW Berlin, German Institute for Economic Research.
  4. Sun-Joo Cho & Jennifer Gilbert & Amanda Goodwin, 2013. "Explanatory Multidimensional Multilevel Random Item Response Model: An Application to Simultaneous Investigation of Word and Person Contributions to Multidimensional Lexical Representations," Psychometrika, Springer;The Psychometric Society, vol. 78(4), pages 830-855, October.
  5. De Clercq, Bart & Pfoertner, Timo-Kolja & Elgar, Frank J. & Hublet, Anne & Maes, Lea, 2014. "Social capital and adolescent smoking in schools and communities: A cross-classified multilevel analysis," Social Science & Medicine, Elsevier, vol. 119(C), pages 81-87.
  6. David Cutts & Edward Fieldhouse, 2009. "What Small Spatial Scales Are Relevant as Electoral Contexts for Individual Voters? The Importance of the Household on Turnout at the 2001 General Election," American Journal of Political Science, John Wiley & Sons, vol. 53(3), pages 726-739, July.
  7. Datta, Geetanjali Dabral & Subramanian, S.V. & Colditz, Graham A. & Kawachi, Ichiro & Palmer, Julie R. & Rosenberg, Lynn, 2006. "Individual, neighborhood, and state-level predictors of smoking among US Black women: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 63(4), pages 1034-1044, August.
  8. Stephen Jivraj, 2012. "Modelling Socioeconomic Neighbourhood Change due to Internal Migration in England," Urban Studies, Urban Studies Journal Limited, vol. 49(16), pages 3565-3578, December.
  9. Yang Cao & Hao Wu & Hongbin Wang & Yawei Qu & Yan Zeng & Xiyu Mu, 2022. "How Do Block Built Environments Affect Daily Leisure Walking among the Elderly? A Empirical Study of Gaoyou, China," Sustainability, MDPI, vol. 15(1), pages 1-22, December.
  10. Subramanian, S.V. & Elwert, Felix & Christakis, Nicholas, 2008. "Widowhood and mortality among the elderly: The modifying role of neighborhood concentration of widowed individuals," Social Science & Medicine, Elsevier, vol. 66(4), pages 873-884, February.
  11. Engström, Karin & Mattsson, Fredrik & Järleborg, Anders & Hallqvist, Johan, 2008. "Contextual social capital as a risk factor for poor self-rated health: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 66(11), pages 2268-2280, June.
  12. Bellelli, Francesco S. & Scarpa, Riccardo & Aftab, Ashar, 2023. "An empirical analysis of participation in international environmental agreements," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
  13. Annie Tubadji & Toby Denney & Don J. Webber, 2021. "Cultural relativity in consumers' rates of adoption of artificial intelligence," Economic Inquiry, Western Economic Association International, vol. 59(3), pages 1234-1251, July.
  14. Mindlis, Irina & Livert, David & Federman, Alex D. & Wisnivesky, Juan P. & Revenson, Tracey A., 2020. "Racial/ethnic concordance between patients and researchers as a predictor of study attrition," Social Science & Medicine, Elsevier, vol. 255(C).
  15. Eikemo, Terje Andreas & Bambra, Clare & Judge, Ken & Ringdal, Kristen, 2008. "Welfare state regimes and differences in self-perceived health in Europe: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 66(11), pages 2281-2295, June.
  16. Georges Kone & Richard Lalou & Martine Audibert & Hervé Lafarge & Stéphanie dos Santos & Jean-Yves Le Hesran, 2013. "Use of health care among the urban poor in Africa: Does the neighbourhood have an impact?," CERDI Working papers halshs-00878946, HAL.
  17. Liu, Lei & Strawderman, Robert L. & Cowen, Mark E. & Shih, Ya-Chen T., 2010. "A flexible two-part random effects model for correlated medical costs," Journal of Health Economics, Elsevier, vol. 29(1), pages 110-123, January.
  18. Mirjam Moerbeek & Gerard J. P. Breukelen & Martijn P. F. Berger, 2003. "A Comparison of Estimation Methods for Multilevel Logistic Models," Computational Statistics, Springer, vol. 18(1), pages 19-37, March.
  19. Sutradhar, Brajendra C. & Rao, R. Prabhakar, 2001. "On Marginal Quasi-Likelihood Inference in Generalized Linear Mixed Models," Journal of Multivariate Analysis, Elsevier, vol. 76(1), pages 1-34, January.
  20. Chun Wang & Steven W. Nydick, 2020. "On Longitudinal Item Response Theory Models: A Didactic," Journal of Educational and Behavioral Statistics, , vol. 45(3), pages 339-368, June.
  21. Mohamed Amara & Hatem Jemmali, 2018. "Household and Contextual Indicators of Poverty in Tunisia: A Multilevel Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 137(1), pages 113-138, May.
  22. Courgeau, Daniel, 2007. "Multilevel synthesis. From the group to the individual," MPRA Paper 43189, University Library of Munich, Germany.
  23. An, Xinming & Bentler, Peter M., 2012. "Efficient direct sampling MCEM algorithm for latent variable models with binary responses," Computational Statistics & Data Analysis, Elsevier, vol. 56(2), pages 231-244.
  24. Frank Rijmen & Minjeong Jeon & Matthias von Davier & Sophia Rabe-Hesketh, 2014. "A Third-Order Item Response Theory Model for Modeling the Effects of Domains and Subdomains in Large-Scale Educational Assessment Surveys," Journal of Educational and Behavioral Statistics, , vol. 39(4), pages 235-256, August.
  25. Ackerson, Leland K. & Kawachi, Ichiro & Barbeau, Elizabeth M. & Subramanian, S.V., 2008. "Geography of underweight and overweight among women in India: A multilevel analysis of 3204 neighborhoods in 26 states," Economics & Human Biology, Elsevier, vol. 6(2), pages 264-280, July.
  26. Khudnitskaya, Alesia S., 2009. "Microenvironment-specific Effects in the Application Credit Scoring Model," MPRA Paper 23175, University Library of Munich, Germany.
  27. Chahine, T. & Subramanian, S.V. & Levy, J.I., 2011. "Sociodemographic and geographic variability in smoking in the U.S.: A multilevel analysis of the 2006-2007 Current Population Survey, Tobacco Use Supplement," Social Science & Medicine, Elsevier, vol. 73(5), pages 752-758, September.
  28. Subramanian, S.V. & Acevedo-Garcia, Dolores & Osypuk, Theresa L., 2005. "Racial residential segregation and geographic heterogeneity in black/white disparity in poor self-rated health in the US: a multilevel statistical analysis," Social Science & Medicine, Elsevier, vol. 60(8), pages 1667-1679, April.
  29. Juan Yang & Terry Sicular & Desheng Lai, 2013. "Credit The Changing Determinants of High School Attainment in Rural China," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20131, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
  30. Torsheim, Torbjørn & Ravens-Sieberer, Ulrike & Hetland, Jorn & Välimaa, Raili & Danielson, Mia & Overpeck, Mary, 2006. "Cross-national variation of gender differences in adolescent subjective health in Europe and North America," Social Science & Medicine, Elsevier, vol. 62(4), pages 815-827, February.
  31. Renard, Didier & Molenberghs, Geert & Geys, Helena, 2004. "A pairwise likelihood approach to estimation in multilevel probit models," Computational Statistics & Data Analysis, Elsevier, vol. 44(4), pages 649-667, January.
  32. Liu, Lei & Conaway, Mark R. & Knaus, William A. & Bergin, James D., 2008. "A random effects four-part model, with application to correlated medical costs," Computational Statistics & Data Analysis, Elsevier, vol. 52(9), pages 4458-4473, May.
  33. Pampalon, Robert & Hamel, Denis & De Koninck, Maria & Disant, Marie-Jeanne, 2007. "Perception of place and health: Differences between neighbourhoods in the Québec City region," Social Science & Medicine, Elsevier, vol. 65(1), pages 95-111, July.
  34. Subramanyam, Malavika & Kawachi, Ichiro & Berkman, Lisa & Subramanian, S.V., 2009. "Relative deprivation in income and self-rated health in the United States," Social Science & Medicine, Elsevier, vol. 69(3), pages 327-334, August.
  35. William J. Browne, 2022. "A celebration of Harvey Goldstein’s lifetime contributions: Memories of working with Harvey Goldstein on multilevel modelling methods and applications," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(3), pages 753-758, July.
  36. Sun-Joo Cho & Paul Boeck & Susan Embretson & Sophia Rabe-Hesketh, 2014. "Additive Multilevel Item Structure Models with Random Residuals: Item Modeling for Explanation and Item Generation," Psychometrika, Springer;The Psychometric Society, vol. 79(1), pages 84-104, January.
  37. Maria Ferrao Barbosa & Harvey Goldstein, 2000. "Discrete Response Multilevel Models for Repeated Measures: An Application to Voting Intentions Data," Quality & Quantity: International Journal of Methodology, Springer, vol. 34(3), pages 323-330, August.
  38. Schrijner, Sandor & Smits, Jeroen, 2018. "Grandparents and Children's stunting in sub-Saharan Africa," Social Science & Medicine, Elsevier, vol. 205(C), pages 90-98.
  39. Cho, S.-J. & Rabe-Hesketh, S., 2011. "Alternating imputation posterior estimation of models with crossed random effects," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 12-25, January.
  40. Twigg, Liz & Moon, Graham & Szatkowski, Lisa & Iggulden, Paul, 2009. "Smoking cessation in England: Intentionality, anticipated ease of quitting and advice provision," Social Science & Medicine, Elsevier, vol. 68(4), pages 610-619, February.
  41. Shane A Kavanagh & Julia M Shelley & Christopher Stevenson, 2018. "Is gender inequity a risk factor for men reporting poorer self-rated health in the United States?," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-15, July.
  42. Ziwen Ling & Christopher R. Cherry & Yi Wen, 2021. "Determining the Factors That Influence Electric Vehicle Adoption: A Stated Preference Survey Study in Beijing, China," Sustainability, MDPI, vol. 13(21), pages 1-22, October.
  43. Gul Inan & Ozlem Ilk, 2019. "A marginalized multilevel model for bivariate longitudinal binary data," Statistical Papers, Springer, vol. 60(3), pages 601-628, June.
  44. Yukun Zhang & Haocheng Li & Sarah Kozey Keadle & Charles E. Matthews & Raymond J. Carroll, 2019. "A Review of Statistical Analyses on Physical Activity Data Collected from Accelerometers," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 11(2), pages 465-476, July.
  45. Sturdivant, Rodney X. & Hosmer Jr., David W., 2007. "A smoothed residual based goodness-of-fit statistic for logistic hierarchical regression models," Computational Statistics & Data Analysis, Elsevier, vol. 51(8), pages 3898-3912, May.
  46. Ian H. Langford & Claire Marris & Annë‐Lise McDonald & Harvey Goldstein & Jon Rasbash & Tim O'Riordan, 1999. "Simultaneous Analysis of Individual and Aggregate Responses in Psychometric Data Using Multilevel Modeling," Risk Analysis, John Wiley & Sons, vol. 19(4), pages 675-683, August.
  47. Santana, Paula & Santos, Rita & Nogueira, Helena, 2009. "The link between local environment and obesity: A multilevel analysis in the Lisbon Metropolitan Area, Portugal," Social Science & Medicine, Elsevier, vol. 68(4), pages 601-609, February.
  48. Kim, Daniel & Subramanian, S.V. & Gortmaker, Steven L. & Kawachi, Ichiro, 2006. "US state- and county-level social capital in relation to obesity and physical inactivity: A multilevel, multivariable analysis," Social Science & Medicine, Elsevier, vol. 63(4), pages 1045-1059, August.
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