Advances in Multilevel Modeling for Educational Research: Addressing Practical Issues Found in Real?World Applications

by Harring, Jeffrey R.

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Title Statements

Full title :Advances in Multilevel Modeling for Educational Research : Addressing Practical Issues Found in Real?World Applications.

Edition Statements

Publication Date:©2015

Publication Statements

Publisher(s):Information Age Publishing
Place of Publication:Charlotte, NC
Language:eng
Publication Date:©2015

The Physical Object

Description:1 online resource (413 pages).

Edition Identifiers

ISBN:9781681233291, 1681233290
oclc:on1040272178
LC Classification:LB1028 ǂb A383 2016eb
Dewey Decimal:370.72

Front Cover -- Series Page -- Advances in Multilevel Modeling for Educational Research -- Library of Congress Cataloging-in-Publication Data -- Contents -- Foreword -- Preface -- Acknowledgments -- PART I: METHODOLOGICAL ISSUES IN MULTILEVEL MODELS -- CHAPTER 1: The Discrepancy Between Measurement and Modeling in Longitudinal Data Analysis -- CHAPTER 2: Incomplete Multilevel Data -- CHAPTER 3: Sampling Weight Considerations for Multilevel Modeling of Panel Data -- CHAPTER 4: Residual Diagnostics and Model Assessment in a Multilevel Framework -- PART II: HANDLING LONGITUDINAL DATA COMPLEXITIES: CROSS-CLASSIFIED AND RANDOM EFFECTS LATENT VARIABLE MODELS -- CHAPTER 5: Multilevel Cross-Classified Testlet Model for Complex Item and Person Clustering in Item Response Data Analysis -- CHAPTER 6: General Random Effect Latent Variable Modeling -- CHAPTER 7: N-Level Structural Equation Model of Student Achievement Data Nested With Repeated Teachers, Schools, and Districts -- CHAPTER 8: A Model for Cross-Classified Nested Repeated Measures Data -- CHAPTER 9: Cross-Classified Random Effects Models for Assessing Rater Severity and Differential Rater Functioning -- PART III: CAUSAL INFERENCE AN…