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The Reviewer's Guide to Quantitative Methods in the Social Sciences Book

The Reviewer's Guide to Quantitative Methods in the Social Sciences
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  • The Reviewer's Guide to Quantitative Methods in the Social Sciences
  • Written by author Hancock
  • Published by Taylor & Francis, Inc., February 2010
  • The Reviewer’s Guide to Quantitative Methods in the Social Sciences is designed for evaluators of research manuscripts and proposals in the social and behavioral sciences, and beyond. Its thirty-one uniquely structured chapters cover both tra
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Authors

List of Figures x

List of Tables xi

Preface xiii

Acknowledgements xvi

1 Analysis of Variance: Between-Groups Designs Alan J. Klockars 1

2 Analysis of Variance: Repeated Measures Designs Lisa M. Lix H. J. Keselman 15

3 Canonical Correlation Analysis Xitao Fan Timothy R. Konold 29

4 Cluster Analysis Dena A. Pastor 41

5 Correlation and Other Measures of Association Jason W. Osborne 55

6 Discriminant Analysis Carl J. Huberty 71

7 Effect Sizes and Confidence Intervals Geoff Cumming Fiona Fidler 79

8 Factor Analysis: Exploratory and Confirmatory Deborah L. Bandalos Sara J. Finney 93

9 Generalizability Theory Amy Hendrickson Ping Yin 115

10 Hierarchical Linear Modeling D. Betsy Mccoach 123

11 Interrater Reliability and Agreement William T. Hoyt 141

12 Item Response Theory R. J. De Ayala 155

13 Latent Class Analysis Karen M. Samuelsen C. Mitchell Dayton 173

14 Latent Growth Curve Models Kristopher J. Preacher 185

15 Latent Transition Analysis David Rindskopf 199

16 Latent Variable Mixture Models Gitta Lubke 209

17 Logistic Regression Ann A. O'Connell K. Rivet Amico 221

18 Log-Linear Analysis Ronald C. Serlin Michael A. Seaman 241

19 Meta-Analysis S. Natasha Beretvas 255

20 Multidimensional Scaling Mark L. Davison Cody S. Ding Se-Kang Kim 265

21 Multiple Regression Ken Kelley Scott E. Maxwell 281

22 Multitrait-Multimethod Analysis Keith F. Widaman 299

23 Multivariate Analysis of Variance Stephen Olejnik 315

24 Power Analysis Kevin R. Murphy 329

25 Reliability and Validity of Instruments Thomas R. Knapp Ralph O. Mueller 337

26 Research Design Sharon Anderson Dannels 343

27 Single Subject Design and Analysis Andrew L. Egel Christine H. Barthold 357

28 Structural Equation Modeling Ralph O. Mueller Gregory R. Hancock 371

29 Structural Equation Modeling: Multisample Covariance and Mean Structures Richard G. Lomax 385

30 Survey Sampling, Administration, and Analysis Laura M. Stapleton 397

31 Survival Analysis Paul D. Allison 413

Lift of Contributors 425


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