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

Charlotte, NC : Information Age Publishing, Inc., [2016]
1 online resource (xv, 396 pages)
CILVR series on latent variable methodology.
CILVR series on latent variable methodology

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Education -- Research -- Methodology.
Education -- Data processing.
Educational indicators.
Multiscale modeling.
Multivariate analysis.
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.
Includes bibliographical references.
Electronic reproduction. Ipswich, MA Available via World Wide Web.
Description based on online resource; title from digital title page (viewed on February 12, 2016).
Local notes:
Acquired for the Penn Libraries with assistance from the Alumni and Friends Memorial Book Fund.
Harring, Jeffrey R., editor.
Stapleton, Laura M., editor.
Beretvas, S. Natasha, editor.
Alumni and Friends Memorial Book Fund.
Publisher Number:
Access Restriction:
Restricted for use by site license.