Advances in multilevel modeling for educational research: addressing practical issues found in real-world applications
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Charlotte, North Carolina
Information Age Publishing, Inc.
2016
|
| Schriftenreihe: | CILVR series on latent variable methodology
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Description based on print version record |
| Beschreibung: | 1 online resource (413 pages) |
| ISBN: | 9781681233277 9781681233284 9781681233291 |
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| 650 | 4 | |a Educational indicators | |
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Datensatz im Suchindex
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Titel: Advances in multilevel modeling for educational research
Autor: Harring, Jeffrey
Jahr: 2016
CONTENTS
Foreword.vii
Sophia Rabe-Hesketh
Preface.11
Jeffrey R. Harring, Laura M. Stapleton, and S. Natasha Beretvas
Acknowledgments.xv
PART I
METHODOLOGICAL ISSUES IN MULTILEVEL MODELS
1 The Discrepancy Between Measurement and Modeling
in Longitudinal Data Analysis.3
Daniel J. Bauer and Patrick J. Curran
2 Incomplete Multilevel Data: Problems and Solutions.39
Joop Hox, Step van Buuren, and Shahab Jolani
3 Sampling Weight Considerations for Multilevel Modeling of
Panel Data.63
Laura M. Stapleton, Jeffrey R. Harring, and Daniel Y. Lee
4 Residual Diagnostics and Model Assessment in a Multilevel
Framework: Recommendations Toward Best Practice.97
Ann A. O'Connell, Gloria Yeomans-Maldonado,
and D. Betsy McCoach
PART II
HANDLING LONGITUDINAL DATA COMPLEXITIES:
CROSS-CLASSIFIED AND RANDOM EFFECTS LATENT VARIABLE MODELS
5 Multilevel Cross-Classified Testlet Model for Complex Item
and Person Clustering in Item Response Data Analysis.139
Hongjiao, Akihito Kamata, and Chao Xie
6 General Random Effect Latent Variable Modeling: Random
Subjects, Items, Contexts, and Parameters.163
Tihomir Asparouhov and Bengt Muthen
7 N-Level Structural Equation Model of Student Achievement
Data Nested with Repeated Teachers, Schools, and Districts.193
Paras D. Mehta and Yaacov Petscher
8 A Model for Cross-Classified Nested Repeated Measures Data.229
Jeffrey R. Harring, S. Natasha Beretvas, and Anita Israni
9 Cross-classified Random Effects Models for Assessing Rater
Severity and Differential Rater Functioning.261
S. Natasha Beretvas, Daniel L. Murphy, and Matthew N. Gaertner
PART III
CAUSAL INFERENCE AND ADVANCED PSYCHOMETRIC MODELS
10 Handling Measurement Error in Predictors Using a Multilevel
Latent Variable Plausible Values Approach.295
Ji Seung Yang and Michael Seltzer
11 Mixture Modeling Methods for Causal Inference
with Multilevel Data. 335
Jee-Seon Kim, Peter M. Steiner, and Wen-Chiang Lim
12 Multilevel Social Network Models: Incorporating Network-
Level Covariates into Hierarchical Latent Space Models.361
Tracy Sweet and Qiwen Zheng
About the Contributors 391 |
| any_adam_object | 1 |
| author2 | Harring, Jeffrey 1964- Stapleton, Laura M. Beretvas, Susan Natasha |
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| dewey-full | 370.72 |
| dewey-hundreds | 300 - Social sciences |
| dewey-ones | 370 - Education |
| dewey-raw | 370.72 |
| dewey-search | 370.72 |
| dewey-sort | 3370.72 |
| dewey-tens | 370 - Education |
| discipline | Pädagogik |
| format | Electronic eBook |
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| spelling | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications edited by Jeffrey R. Harring, University of Maryland, College Park, Laura M. Stapleton, University of Maryland, College, Park S. Natasha, Beretvas University of Texas at Austin Charlotte, North Carolina Information Age Publishing, Inc. 2016 © 2016 1 online resource (413 pages) txt rdacontent c rdamedia cr rdacarrier CILVR series on latent variable methodology Description based on print version record Datenverarbeitung Erziehung Education Research Methodology Education Data processing Educational indicators Multiscale modeling Multivariate analysis Forschung (DE-588)4017894-8 gnd rswk-swf Pädagogik (DE-588)4044302-4 gnd rswk-swf Kontextanalyse (DE-588)4129240-6 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Pädagogik (DE-588)4044302-4 s Forschung (DE-588)4017894-8 s Statistik (DE-588)4056995-0 s Kontextanalyse (DE-588)4129240-6 s 2\p DE-604 Harring, Jeffrey 1964- (DE-588)1013682122 edt Stapleton, Laura M. (DE-588)115147083X edt Beretvas, Susan Natasha (DE-588)1151471631 edt Erscheint auch als Druck-Ausgabe Advances in multilevel modeling for educational research : addressing practical issues found in real-world applications HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=029147082&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications Datenverarbeitung Erziehung Education Research Methodology Education Data processing Educational indicators Multiscale modeling Multivariate analysis Forschung (DE-588)4017894-8 gnd Pädagogik (DE-588)4044302-4 gnd Kontextanalyse (DE-588)4129240-6 gnd Statistik (DE-588)4056995-0 gnd |
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| title | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications |
| title_auth | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications |
| title_exact_search | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications |
| title_full | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications edited by Jeffrey R. Harring, University of Maryland, College Park, Laura M. Stapleton, University of Maryland, College, Park S. Natasha, Beretvas University of Texas at Austin |
| title_fullStr | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications edited by Jeffrey R. Harring, University of Maryland, College Park, Laura M. Stapleton, University of Maryland, College, Park S. Natasha, Beretvas University of Texas at Austin |
| title_full_unstemmed | Advances in multilevel modeling for educational research addressing practical issues found in real-world applications edited by Jeffrey R. Harring, University of Maryland, College Park, Laura M. Stapleton, University of Maryland, College, Park S. Natasha, Beretvas University of Texas at Austin |
| title_short | Advances in multilevel modeling for educational research |
| title_sort | advances in multilevel modeling for educational research addressing practical issues found in real world applications |
| title_sub | addressing practical issues found in real-world applications |
| topic | Datenverarbeitung Erziehung Education Research Methodology Education Data processing Educational indicators Multiscale modeling Multivariate analysis Forschung (DE-588)4017894-8 gnd Pädagogik (DE-588)4044302-4 gnd Kontextanalyse (DE-588)4129240-6 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Datenverarbeitung Erziehung Education Research Methodology Education Data processing Educational indicators Multiscale modeling Multivariate analysis Forschung Pädagogik Kontextanalyse Statistik Aufsatzsammlung |
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