Title Advances in multilevel modeling for educational research : addressing practical issues found in real-world applications / edited by Jeffrey R. Harring, Laura M. Stapleton, S. Natasha Beretvas

Published Charlotte, NC : Information Age Publishing, [2016] ©2016

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Description 1 online resource (xv, 396 pages) Series CILVR series on latent variable methodology CILVR series on latent variable methodology. Contents The Discrepancy between Measurement and Modeling in Longitudinal Data Analysis / Daniel J. Bauer and Patrick J. Curran -- Incomplete Multilevel Data : Problems and Solutions / Joop Hox, Stef van Buuren, and Shahab Jolani -- Sampling Weight Considerations for Multilevel Modeling of Panel Data / Laura M. Stapleton, Jeffrey R. Harring, and Daniel Y. Lee -- Residual Diagnostics and Model Assessment in a Multilevel Framework : Recommendations toward Best Practice / Ann A. O'Connell, Gloria Yeomans-Maldonado, and D. Betsy McCoach -- Multilevel Cross-Classified Testlet Model for Complex Item and Person Clustering in Item Response Data Analysis / Hong Jiao, Akihito Kamata, and Chao Xie -- General Random Effect Latent Variable Modeling : Random Subjects, Items, Contexts, and Parameters / Tihomir Asparouhov and Bengt Muthen -- N-Level Structural Equation Model of Student Achievement Data Nested with Repeated Teachers, Schools, and Districts / Paras D. Mehta and Yaacov Petscher -- A Model for Cross-Classified Nested Repeated Measures Data / Jeffrey R. Harring, S. Natasha Beretvas, and Anita Israni -- Cross-classified Random Effects Models for Assessing Rater Severity and Differential Rater Functioning / S. Natasha Beretvas, Daniel L. Murphy, and Matthew N. Gaertner -- Handling Measurement Error in Predictors with a Multilevel Latent Variable : Plausible Values Approach / Ji Seung Yang and Michael Seltzer -- Mixture Modeling Methods for Causal Inference with Multilevel Data / Jee-Seon Kim, Peter M. Steiner, and Wen-Chiang Lim -- Multilevel Social Network Models : Incorporating Network-Level Covariates into Hierarchical Latent Space Models / Tracy Sweet and Qiwen Zheng Bibliography Includes bibliographical references Notes Vendor-supplied metadata Subject Educational statistics. Multilevel models (Statistics) Educational accountability. Education -- Standards. EDUCATION -- Essays. EDUCATION -- Organizations & Institutions. EDUCATION -- Reference. Education -- Standards Educational accountability Educational statistics Multilevel models (Statistics) Form Electronic book Author Harring, Jeffrey, 1964- editor. Stapleton, Laura M., editor. Beretvas, S. Natasha, editor ISBN 9781681233291 1681233290

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