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Design and Analysis : Researcher's Handbook

Design and Analysis : Researcher's Handbook - 4th edition

ISBN13: 978-0135159415

Cover of Design and Analysis : Researcher
ISBN13: 978-0135159415
ISBN10: 0135159415
Cover type:
Edition/Copyright: 4TH 04
Publisher: Prentice Hall, Inc.
Published: 2004
International: No
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Design and Analysis : Researcher's Handbook - 4TH 04 edition

ISBN13: 978-0135159415

Geoffrey Keppel and Thomas D. Wickens

ISBN13: 978-0135159415
ISBN10: 0135159415
Cover type:
Edition/Copyright: 4TH 04
Publisher: Prentice Hall, Inc.

Published: 2004
International: No
Summary

For advanced undergraduate/graduate-level courses in Experimental Design and Statistical Analysis in Psychology departments.

The fourth edition of Design and Analysis continues to offer a readily accessible introduction to the designed experiment in research and the statistical analysis of the data from such experiments. Unique because it emphasizes the use of analytical procedures, this text is appropriate for the advanced undergraduate or beginning graduate student, as it requires knowledge of only the most fundamental mathematical skills and little or no formal statistical background. This book is also useful as a source and guide to application for researchers who require assistance in both planning a study and analyzing its results.

Features :

  • NEW--Emphasis on computer analysis--Allows the text to emphasize the principles of statistical analysis instead of the arithmetic. It does not rely solely on computer analysis, however, as software packages change rapidly; this keeps the text timely and current.
  • Enables students with only fundamental math skills to understand and appreciate the content of the text.
  • NEW--Application of hand calculation--Offers experience with actual calculations.
  • Enables students to acquire a real facility with the statistical methods and to understand how they work.
  • NEW--Thoroughly revised and rewritten text--Provides extensive cross-referencing, with expanded discussions of measures of effect size and power calculations and its application to factorial designs and designs from within-subjects factors.
  • Emphasizes for students the links between the different designs and extends analysis of simple designs to the more complex.
  • NEW--Expanded coverage of statistical theory--Discusses the general linear model, random factors, and statistical generalization.
  • Provides students with an understanding of the formal basis for statistical analysis in the context of a research design.
  • NEW--New chapters--Covers in Part VI more complex designs than in previous editions; integrates the discussion of random factors and statistical generalization in the text rather than in the appendix, and covers the reasons for including these factors in an experiment and how their presence affects the statistical design.
  • Gives students a text that functions as an accessible reference book for the design and analysis of any study that focuses on means, including the multifactor designs that are the mainstay of many areas of experimental research.
  • Clear and understandable presentation--Explains complex procedures carefully.
  • Provides students with a text that is accessible to both the beginning and experienced researcher.
  • Emphasis on analytical methods--Goes beyond the standard, overall statistical analyses.
  • Shows students the link between theoretical planning of a study and the thoughtful, analytical analysis of the results.
  • The foundation block of experimental research--Stresses the simplest experimental design.
  • Provides students with the foundation that will support the creative application of analytical procedures to more complex designs.

Author Bio

Keppel, Geoffrey : University of California, Berkley


Wickens, Thomas D. : University of California, Berkeley

Table of Contents

I. INTRODUCTION.

1. Experimental Design.

II. SINGLE FACTOR EXPERIMENTS.

2. Sources of Variability and Sums of Squares.
3. Variance Estimates and F Ratio.
4. Analytical Comparisons Among Means.
5. Analysis of Trend.
6. Simultaneous Comparisons.
7. The Linear Model and Its Assumptions.
8. Effect Size and Power.
9. Using Statistical Software.

III. FACTORIAL EXPERIMENTS WITH TWO FACTORS.

10. Introduction to the Factorial Design.
11. The Principal Two-Factor Effects.
12. Main Effects and Simple Effects.
13. The Analysis of Interaction Components.

IV. NONORTHOGONALITY AND THE GENERAL LINEAR MODEL.

14. General Linear Model.
15. The Analysis of Covariance.

V. WITHIN-SUBJECT DESIGNS.

16. The Single-Factor Within-Subject Design.
17. Further Within-Subject Topics.
18. The Two-Factor Within-Subject Design.
19. The Mixed Design: Overall Analysis.
20. The Mixed Design: Analytical Analyses.

VI. HIGHER FACTORIAL DESIGNS AND OTHER EXTENSIONS.

21. The Overall Three-Factor Design.
22. The Three-Way Analytical Analysis.
23. Within-Subject and Mixed Designs.
24. Random Factors and Generalization.
25. Nested Factors.
26. Higher-Order Designs.
Appendix A: Statistical Tables.

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ISBN13: 978-0132007757
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