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Multilevel modelling of complex survey data

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Cited by:

  1. Michele Battisti & Andrea Mario Lavezzi & Lucio Masserini & Monica Pratesi, 2018. "Resisting the extortion racket: an empirical analysis," European Journal of Law and Economics, Springer, vol. 46(1), pages 1-37, August.
  2. Youjin Lee & Trang Q. Nguyen & Elizabeth A. Stuart, 2021. "Partially pooled propensity score models for average treatment effect estimation with multilevel data," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(4), pages 1578-1598, October.
  3. Diana M. Hechavarría & Siri A. Terjesen & Amy E. Ingram & Maija Renko & Rachida Justo & Amanda Elam, 2017. "Taking care of business: the impact of culture and gender on entrepreneurs’ blended value creation goals," Small Business Economics, Springer, vol. 48(1), pages 225-257, January.
  4. Anders Skrondal & Sophia Rabe‐Hesketh, 2009. "Prediction in multilevel generalized linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 172(3), pages 659-687, June.
  5. repec:gdk:wpaper:51 is not listed on IDEAS
  6. Per Strömblad & Gunnar Myrberg, 2013. "Urban Inequality and Political Recruitment," Urban Studies, Urban Studies Journal Limited, vol. 50(5), pages 1049-1065, April.
  7. Silvia Montoya, 2011. "Neighborhoods attributes as determinants of children´s academic achievement," Ensayos de Política Económica, Departamento de Investigación Francisco Valsecchi, Facultad de Ciencias Económicas, Pontificia Universidad Católica Argentina., vol. 1(5), pages 7-43, Octubre.
  8. Yue Jia & Lynne Stokes & Ian Harris & Yan Wang, 2011. "Performance of Random Effects Model Estimators Under Complex Sampling Designs," Journal of Educational and Behavioral Statistics, , vol. 36(1), pages 6-32, February.
  9. Merfeld, Joshua D. & Newhouse, David & Weber, Michael & Lahiri, Partha, 2022. "Combining Survey and Geospatial Data Can Significantly Improve Gender-Disaggregated Estimates of Labor Market Outcomes," IZA Discussion Papers 15390, Institute of Labor Economics (IZA).
  10. Li Yu & Peter F. Orazem, 2014. "O-Ring production on U.S. hog farms: joint choices of farm size, technology, and compensation," Agricultural Economics, International Association of Agricultural Economists, vol. 45(4), pages 431-442, July.
  11. Herzfeld, Thomas & Huffman, Sonya & Rizov, Marian, 2014. "The dynamics of food, alcohol and cigarette consumption in Russia during transition," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 13, pages 128-143.
  12. Patricia Dörr & Jan Pablo Burgard, 2019. "Data-driven transformations and survey-weighting for linear mixed models," Research Papers in Economics 2019-16, University of Trier, Department of Economics.
  13. Matthias Robert Kern & Andreas Heinz & Helmut Erich Willems, 2020. "School-Class Co-Ethnic and Immigrant Density and Current Smoking among Immigrant Adolescents," IJERPH, MDPI, vol. 17(2), pages 1-14, January.
  14. Brumback, Babette A. & He, Zhulin, 2011. "The Mantel-Haenszel estimator adapted for complex survey designs is not dually consistent," Statistics & Probability Letters, Elsevier, vol. 81(9), pages 1465-1470, September.
  15. Joelle Abramowitz & Brett O'Hara & Darcy Steeg Morris, 2017. "Risking Life and Limb: Estimating a Measure of Medical Care Economic Risk and Considering its Implications," Health Economics, John Wiley & Sons, Ltd., vol. 26(4), pages 469-485, April.
  16. Woojin Chung & Roeul Kim, 2020. "Differential Risk of Cognitive Impairment across Paid and Unpaid Occupations in the Middle-Age Population: Evidence from the Korean Longitudinal Study of Aging, 2006–2016," IJERPH, MDPI, vol. 17(9), pages 1-14, April.
  17. José Ernesto Amorós & Luciano Ciravegna & Vesna Mandakovic & Pekka Stenholm, 2019. "Necessity or Opportunity? The Effects of State Fragility and Economic Development on Entrepreneurial Efforts," Entrepreneurship Theory and Practice, , vol. 43(4), pages 725-750, July.
  18. José Ernesto Amorós & Carlos Poblete & Vesna Mandakovic, 2019. "R&D transfer, policy and innovative ambitious entrepreneurship: evidence from Latin American countries," The Journal of Technology Transfer, Springer, vol. 44(5), pages 1396-1415, October.
  19. Joanna Taylor & Liz Twigg & John Mohan, 2015. "Understanding neighbourhood perceptions of alcohol-related anti-social behaviour," Urban Studies, Urban Studies Journal Limited, vol. 52(12), pages 2186-2202, September.
  20. Woojin Chung & Roeul Kim, 2020. "A Reversal of the Association between Education Level and Obesity Risk during Ageing: A Gender-Specific Longitudinal Study in South Korea," IJERPH, MDPI, vol. 17(18), pages 1-19, September.
  21. Marion Borderon & Patrick Sakdapolrak & Raya Muttarak & Endale Kebede & Raffaella Pagogna & Eva Sporer, 2019. "Migration influenced by environmental change in Africa: A systematic review of empirical evidence," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 41(18), pages 491-544.
  22. Matthias Trendtel & Alexander Robitzsch, 2021. "A Bayesian Item Response Model for Examining Item Position Effects in Complex Survey Data," Journal of Educational and Behavioral Statistics, , vol. 46(1), pages 34-57, February.
  23. Joseph L Dieleman & Tara Templin, 2014. "Random-Effects, Fixed-Effects and the within-between Specification for Clustered Data in Observational Health Studies: A Simulation Study," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-17, October.
  24. K. C. Culver & Nicholas A. Bowman, 2020. "Is What Glitters Really Gold? A Quasi-Experimental Study of First-Year Seminars and College Student Success," Research in Higher Education, Springer;Association for Institutional Research, vol. 61(2), pages 167-196, March.
  25. Maximiliano Lizana & Juan-Antonio Carrasco & Alejandro Tudela, 2020. "Studying the relationship between activity participation, social networks, expenditures and travel behavior on leisure activities," Transportation, Springer, vol. 47(4), pages 1765-1786, August.
  26. Nora Würz & Timo Schmid & Nikos Tzavidis, 2022. "Estimating regional income indicators under transformations and access to limited population auxiliary information," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(4), pages 1679-1706, October.
  27. Arrieta-Paredes, Mary-Paz & Hallsworth, Alan G. & Coca-Stefaniak, J. Andres, 2020. "Small shop survival – The financial response to a global financial crisis," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
  28. Jiliang Ma & Jiajia Qu & Nawab Khan & Huijie Zhang, 2022. "Towards Sustainable Agricultural Development for Edible Beans in China: Evidence from 848 Households," Sustainability, MDPI, vol. 14(15), pages 1-14, July.
  29. Pedro Luis do N. Silva & Fernando Antônio da S. Moura, 2022. "Fitting multivariate multilevel models under informative sampling," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(4), pages 1663-1678, October.
  30. Laura M. Stapleton & Yoonjeong Kang, 2018. "Design Effects of Multilevel Estimates From National Probability Samples," Sociological Methods & Research, , vol. 47(3), pages 430-457, August.
  31. Yergeau, Marie-Eve, 2020. "Tourism and local welfare: A multilevel analysis in Nepal’s protected areas," World Development, Elsevier, vol. 127(C).
  32. Woojin Chung & Roeul Kim, 2020. "Which Occupation is Highly Associated with Cognitive Impairment? A Gender-Specific Longitudinal Study of Paid and Unpaid Occupations in South Korea," IJERPH, MDPI, vol. 17(21), pages 1-17, October.
  33. Bowen, Mary Elizabeth, 2009. "Childhood socioeconomic status and racial differences in disability: Evidence from the Health and Retirement Study (1998-2006)," Social Science & Medicine, Elsevier, vol. 69(3), pages 433-441, August.
  34. Vicente, Iván & Pastor, José M. & Soler, Ángel, 2021. "Improving educational resilience in the OECD countries: Two convergent paths," Journal of Policy Modeling, Elsevier, vol. 43(6), pages 1149-1166.
  35. Alinne Veiga & Peter W. F. Smith & James J. Brown, 2014. "The use of sample weights in multivariate multilevel models with an application to income data collected by using a rotating panel survey," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 63(1), pages 65-84, January.
  36. Johnson, Michelle A. & Marchi, Kristen S., 2009. "Segmented assimilation theory and perinatal health disparities among women of Mexican descent," Social Science & Medicine, Elsevier, vol. 69(1), pages 101-109, July.
  37. Simone, Rosaria & Tutz, Gerhard & Iannario, Maria, 2020. "Subjective heterogeneity in response attitude for multivariate ordinal outcomes," Econometrics and Statistics, Elsevier, vol. 14(C), pages 145-158.
  38. Ana Maria Osorio & Catalina Bolancé & Nyovane Madise & Katharina Rathmann, 2013. "Social Determinants of Child Health in Colombia: Can Community Education Moderate the Effect of Family Characteristics?," Working Papers XREAP2013-02, Xarxa de Referència en Economia Aplicada (XREAP), revised Mar 2013.
  39. Greeson, Johanna K.P. & Usher, Lynn & Grinstein-Weiss, Michal, 2010. "One adult who is crazy about you: Can natural mentoring relationships increase assets among young adults with and without foster care experience?," Children and Youth Services Review, Elsevier, vol. 32(4), pages 565-577, April.
  40. Dušan Ignjatović & Zeković Bojana & Nataša Ćuković Ignjatović & Ljiljana Đukanović & Ana Radivojević & Aleksandar Rajčić, 2021. "Methodology for Residential Building Stock Refurbishment Planning—Development of Local Building Typologies," Sustainability, MDPI, vol. 13(8), pages 1-19, April.
  41. Kathryn M. Yount & AliceAnn Crandall & Yuk Fai Cheong & Theresa L. Osypuk & Lisa M. Bates & Ruchira T. Naved & Sidney Ruth Schuler, 2016. "Child Marriage and Intimate Partner Violence in Rural Bangladesh: A Longitudinal Multilevel Analysis," Demography, Springer;Population Association of America (PAA), vol. 53(6), pages 1821-1852, December.
  42. Amini, Chiara & Commander, Simon, 2012. "Educational scores: How does Russia fare?," Journal of Comparative Economics, Elsevier, vol. 40(3), pages 508-527.
  43. Carla Cristina Rosa de Almeida & João Policarpo Rodrigues Lima & Maria Fernanda Freire Gatto, 2020. "Expenditure on cultural events: preferences or opportunities? An analysis of Brazilian consumer data," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 44(3), pages 451-480, September.
  44. Sheyla Rodrigues Cassy & Samuel Manda & Filipe Marques & Maria do Rosário Oliveira Martins, 2022. "Accounting for Sampling Weights in the Analysis of Spatial Distributions of Disease Using Health Survey Data, with an Application to Mapping Child Health in Malawi and Mozambique," IJERPH, MDPI, vol. 19(10), pages 1-15, May.
  45. Laura M. Stapleton & Ji Seung Yang & Gregory R. Hancock, 2016. "Construct Meaning in Multilevel Settings," Journal of Educational and Behavioral Statistics, , vol. 41(5), pages 481-520, October.
  46. Chrysanthou, Georgios Marios & Guilló, María Dolores, 2018. "The dynamics of political party support and egocentric economic evaluations: The Scottish case," European Journal of Political Economy, Elsevier, vol. 52(C), pages 192-213.
  47. Nathaniel J.S. Ashby & Lukasz Walasek & Andreas Glöckner, 2015. "The effect of consumer ratings and attentional allocation on product valuations," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 10(2), pages 172-184, March.
  48. Jan Pablo Burgard & Patricia Dörr, 2018. "Survey-weighted Generalized Linear Mixed Models," Research Papers in Economics 2018-01, University of Trier, Department of Economics.
  49. Tso, Geoffrey K.F. & Guan, Jingjing, 2014. "A multilevel regression approach to understand effects of environment indicators and household features on residential energy consumption," Energy, Elsevier, vol. 66(C), pages 722-731.
  50. Jean-Paul Lucas & V�ronique S�bille & Alain Le Tertre & Yann Le Strat & Lise Bellanger, 2014. "Multilevel modelling of survey data: impact of the two-level weights used in the pseudolikelihood," Journal of Applied Statistics, Taylor & Francis Journals, vol. 41(4), pages 716-732, April.
  51. E. C. Hedberg, 2016. "Academic and Behavioral Design Parameters for Cluster Randomized Trials in Kindergarten," Evaluation Review, , vol. 40(4), pages 279-313, August.
  52. Daria Denti, 2022. "Looking ahead in anger: The effects of foreign migration on youth resentment in England," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 578-603, March.
  53. Oǧuz-Alper, Melike & Berger, Yves G., 2020. "Modelling multilevel data under complex sampling designs: An empirical likelihood approach," Computational Statistics & Data Analysis, Elsevier, vol. 145(C).
  54. dr. Maciej Jakubowski & dr. Tomasz Gajderowicz, 2020. "Student Well-being Factors: A Multilevel Analysis of PISA 2015 International Data," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 1312-1333.
  55. Robert G. Clark & David G. Steel, 2022. "Sample design for analysis using high‐influence probability sampling," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(4), pages 1733-1756, October.
  56. Aline Bassetto Okamura & Vivian Siqueira Santos Gonçalves & Kênia Mara Baiocchi de Carvalho, 2022. "School Feeding as a Protective Factor against Insulin Resistance: The Study of Cardiovascular Risks in Adolescents (ERICA)," IJERPH, MDPI, vol. 19(17), pages 1-10, August.
  57. repec:cup:judgdm:v:10:y:2015:i:2:p:172-184 is not listed on IDEAS
  58. Spriggs, Aubrey L. & Halpern, Carolyn Tucker & Herring, Amy H. & Schoenbach, Victor J., 2009. "Family and school socioeconomic disadvantage: Interactive influences on adolescent dating violence victimization," Social Science & Medicine, Elsevier, vol. 68(11), pages 1956-1965, June.
  59. Francesco Schirripa Spagnolo & Nicola Salvati & Antonella D’Agostino & Ides Nicaise, 2020. "The use of sampling weights in M‐quantile random‐effects regression: an application to Programme for International Student Assessment mathematics scores," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 69(4), pages 991-1012, August.
  60. Simon COMMANDER & Natalia ISACHENKOVA & Yulia RODIONOVA, 2013. "Informal employment dynamics in Ukraine: An analytical model of informality in transition economies," International Labour Review, International Labour Organization, vol. 152(3-4), pages 445-467, December.
  61. Amini, Chiara & Nivorozhkin, Eugene, 2015. "The urban–rural divide in educational outcomes: Evidence from Russia," International Journal of Educational Development, Elsevier, vol. 44(C), pages 118-133.
  62. Elena Pirani & Silvana Salvini, 2012. "Socioeconomic Inequalities and Self-Rated Health: A Multilevel Study of Italian Elderly," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 31(1), pages 97-117, February.
  63. Murasko, Jason E., 2013. "Associations between household income, height, and BMI in contemporary US schoolchildren," Economics & Human Biology, Elsevier, vol. 11(2), pages 185-196.
  64. Stella T Lartey & Costan G Magnussen & Lei Si & Barbara de Graaff & Richard Berko Biritwum & George Mensah & Alfred Yawson & Nadia Minicuci & Paul Kowal & Godfred O Boateng & Andrew J Palmer, 2019. "The role of intergenerational educational mobility and household wealth in adult obesity: Evidence from Wave 2 of the World Health Organization’s Study on global AGEing and adult health," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-19, January.
  65. Fen Dong & Dingming Wang & Li Pan & Yangwen Yu & Ke Wang & Ling Li & Li Wang & Tao Liu & Xianjia Zeng & Liangxian Sun & Guangjin Zhu & Kui Feng & Biao Zhang & Ke Xu & Xinglong Pang & Ting Chen & Hui P, 2016. "Disparities in Hypertension Prevalence, Awareness, Treatment and Control between Bouyei and Han: Results from a Bi-Ethnic Health Survey in Developing Regions from South China," IJERPH, MDPI, vol. 13(2), pages 1-12, February.
  66. Sophia Rabe-Hesketh & Anders Skrondal, 2007. "Multilevel and Latent Variable Modeling with Composite Links and Exploded Likelihoods," Psychometrika, Springer;The Psychometric Society, vol. 72(2), pages 123-140, June.
  67. M. Giovanna Ranalli & Giorgio E. Montanari & Cecilia Vicarelli, 2018. "Estimation of small area counts with the benchmarking property," METRON, Springer;Sapienza Università di Roma, vol. 76(3), pages 349-378, December.
  68. Xiangyu Sun & Eduardo Bernabé & Xuenan Liu & Jennifer Elizabeth Gallagher & Shuguo Zheng, 2016. "Determinants of Catastrophic Dental Health Expenditure in China," PLOS ONE, Public Library of Science, vol. 11(12), pages 1-12, December.
  69. Yang, Tingzhong & Barnett, Ross & Jiang, Shuhan & Yu, Lingwei & Xian, Hong & Ying, Jun & Zheng, Weijun, 2016. "Gender balance and its impact on male and female smoking rates in Chinese cities," Social Science & Medicine, Elsevier, vol. 154(C), pages 9-17.
  70. Glen McGee & Jonathan Schildcrout & Sharon‐Lise Normand & Sebastien Haneuse, 2020. "Outcome‐dependent sampling in cluster‐correlated data settings with application to hospital profiling," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(1), pages 379-402, January.
  71. K. C. Culver & Nicholas A. Bowman & Ernest T. Pascarella, 2021. "How Students’ Intellectual Orientations and Cognitive Reasoning Abilities and May Shape Their Perceptions of Good Teaching Practices," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(6), pages 765-788, September.
  72. Laura Dumitrescu & Wei Qian & J. N. K. Rao, 2021. "A Weighted Composite Likelihood Approach to Inference from Clustered Survey Data Under a Two-Level Model," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(2), pages 814-843, August.
  73. Feng Wang & HaiYing Wang & Jun Yan, 2023. "Diagnostic Tests for the Necessity of Weight in Regression With Survey Data," International Statistical Review, International Statistical Institute, vol. 91(1), pages 55-71, April.
  74. Dima Bogdan & Dima Ştefana Maria, 2017. "Does Corporate Tax Burden Affect Growth? Evidences from OECD Countries," Journal of Heterodox Economics, Sciendo, vol. 4(2), pages 51-80, December.
  75. Yu, Li, 2008. "Three essays on technology adoption, firm size, wages and human capital," ISU General Staff Papers 2008010108000016715, Iowa State University, Department of Economics.
  76. Jose Marquez & Gill Main, 2021. "Can Schools and Education Policy Make Children Happier? A Comparative Study in 33 Countries," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(1), pages 283-339, February.
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