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Designing Experiments and Analyzing Data : A Model Comparison Perspective

Designing Experiments and Analyzing Data : A Model Comparison Perspective - 90 edition

ISBN13: 978-0534103743

Cover of Designing Experiments and Analyzing Data : A Model Comparison Perspective 90 (ISBN 978-0534103743)
ISBN13: 978-0534103743
ISBN10: 053410374X
Cover type:
Edition/Copyright: 90
Publisher: Brooks/Cole Publishing Co.
Published: 1990
International: No

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Designing Experiments and Analyzing Data : A Model Comparison Perspective - 90 edition

ISBN13: 978-0534103743

Scott E. Maxwell

ISBN13: 978-0534103743
ISBN10: 053410374X
Cover type:
Edition/Copyright: 90
Publisher: Brooks/Cole Publishing Co.

Published: 1990
International: No
Summary

Rather than presenting each experimental design in terms of a set of computational formulas to be used only for that design, the authors use a model comparison approach to present a few basic formulas that can be applied with the same underlying logic to every experimental design.

Table of Contents

PART I: CONCEPTUAL BASES OF EXPERIMENTAL DESIGN AND ANALYSIS.

1. The Logic of Experimental Design.
2. Introduction to the Fisher Tradition.

PART II: MODEL COMPARISONS FOR BETWEEN-SUBJECTS DESIGNS.

3. Introduction to Model Comparisons: One-Way Between-Subjects Designs.
4. Individual Comparisons of Means.
5. Testing Several Contrasts: The Multiple Comparisons Problem.
6. Trend Analysis.
7. Two-Way Between-Subjects Factorial Designs.
8. Higher-Order Between-Subjects Factorial Designs.
9. Designs With Concomitant Variables: ANCOVA and Blocking.
10. Designs With Random or Nested Factors.

PART III: MODEL COMPARISONS FOR DESIGNS INVOLVING WITHIN-SUBJECTS FACTORS.

11. One-Way Within-Subjects Designs: Univariate Approach.
12. Higher-Order Designs with Within-Subjects Factors: Univariate Approach.
13. One-Way Within-Subjects Designs: Multivariate Approach.
14. Higher-Order Designs with Within-Subjects Factors: Multivariate Approach.

PART IV: ALTERNATIVE ANALYSIS STRATEGIES.

15. Robust ANOVA and ANCOVA. Appendices.

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