Structural Equation Modeling: A Second Course 2nd Revised ed. Edition
by Gregory R. Hancock (Editor), Ralph O. Mueller (Editor)
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Series: Quantitative Methods in Education and the Behavioral Science
Paperback: 702 pages
Publisher: Information Age Publishing; 2nd Revised ed. edition (March 1, 2013)

Contents

Acknowledgements................................................................................xi

Preface..................................................................................................xiii

SeriesIntroduction............................................................................xvii

Introduction to the Second Edition of StructuralEquation

Modeling: A Second Course.....................................................................xix

Gregory R. Hancock and Ralph O. Mueller

Part I

Foundations

1 TheProblem of Equivalent Structural Models.................................... 3

Scott L. Hershberger and George A.Marcoulides

2 ReverseArrow Dynamics: Feedback Loops and Formative

Measurement........................................................................................41

Rex B. Kline

3 PartialLeast Squares Path Modeling..................................................81

Edward E. Rigdon

4 PowerAnalysis in Structural Equation Modeling.............................117

Gregory R. Hancock and Brian F. French

Part I I

Extensions

5 EvaluatingBetween-Group Differences in Latent Variable Means.....163

Marilyn S. Thompson and Samuel B. Green

6 ConditionalProcess Modeling: Using Structural Equation

Modeling to Examine Contingent CausalProcesses....................... 219

Andrew F. Hayes and Kristopher J.Preacher

7 StructuralEquation Models of Latent Interaction and

QuadraticEffects...............................................................................267

Herbert W. Marsh, Zhonglin Wen, Kit-TaiHau, and Benjamin Nagengast

8 UsingLatent Growth Modeling to Evaluate

LongitudinalChange.........................................................................309

Gregory R. Hancock, Jeffrey R. Harring,and Frank R. Lawrence

9 Mean andCovariance Structure Mixture Models........................... 343

Dena A. Pastor and Phill Gagné

10 ExploratoryStructural Equation Modeling..................................... 395

Alexandre J. S. Morin, Herbert W. Marsh,and Benjamin Nagengast

Part I I I

Assumptions

11 Nonnormaland Categorical Data in Structural

EquationModeling.............................................................................439

Sara J. Finney and Christine DiStefano

12 AnalyzingStructural Equation Models with Missing Data............. 493

Craig K. Enders

13 MultilevelStructural Equation Modeling with Complex

SampleData........................................................................................521

Laura M. Stapleton

14 BayesianStructural Equation Modeling........................................... 563

Roy Levy and Jaehwa Choi

15 Use of Monte Carlo Studies inStructural Equation Modeling

Research..............................................................................................625

Deborah L. Bandalos and Walter Leite

AbouttheContributors......................................................................667