Multilevel Modeling of Educational Data Book

Series Introduction Ronald C. Serlin Serlin, Ronald C.

Pt. I Design Contexts for Multilevel Models

1 Introduction: Pedagogy and Context for Multilevel Models Ann A. O'Connell O'Connell, Ann A. D. Betsy McCoach McCoach, D. Betsy 3

2 The Use of National Datasets for Teaching and Research Laura M. Stapleton Stapleton, Laura M. Scott L. Thomas Thomas, Scott L. 11

3 Using Multilevel Modeling to Investigate School Effects Xin Ma Xin, Ma Lingling Ma Ma, Lingling Kelly D. Bradley Bradley, Kelly D. 59

4 Modeling Growth Using Multilevel and Alternative Approaches Janet K. Holt Holt, Janet K. 111

5 Cross-Classified Random Effects Models S. Natasha Beretvas Beretvas, S. Natasha 161

6 Multilevel Logistic Models for Dichotomous and Ordinal Data Ann A. O'Connell O'Connell, Ann A. Jessica Goldstein Goldstein, Jessica H. Jane Rogers Rogers, H. Jane C. Y. Joanne Peng Peng, C. Y. Joanne 199

Pt. II Planning and Evaluating Multilevel Models

7 Evaluation of Model Fit and Adequacy D. Betsy McCoach McCoach, D. Betsy Anne C. Black Black, Anne C. 245

8 Power, Sample Size, and Design Jessaca Spybrook Spybrook, Jessaca 273

Pt. III Extending the Multilevel Framework

9 Multilevel Methods for Meta-Analysis Sema A. Kalaian Kalaian, Sema A. Rafa M. Kasim Kasim, Rafa M. 315

10 Multilevel Measurement Modeling Akihito Kamata Kamata, Akihito Daniel J. Bauer Bauer, Daniel J. Yasuo Miyazaki Miyazaki, Yasuo 345

Pt. IV Mastering the Technique

11 Reporting Results from Multilevel Analyses John M. Ferron Ferron, John M. Kristin Y. Hogarty Hogarty, Kristin Y. Robert F. Dedrick Dedrick, Robert F. Melinda R. Hess Hess, Melinda R. John D. Niles Niles, John D. Jeffrey D. Kromrey Kromrey, Jeffrey D.391

12 Software Options for Multilevel Models J. Kyle Roberts Roberts, J. Kyle Patrick McLeod McLeod, Patrick 427

13 Estimation Procedures for Hierarchical Linear Models Hariharan Swaminathan Swaminathan, Hariharan H. Jane Rogers Rogers, H. Jane 469