Experimental Designs Using ANOVA (with Student Suite CD-ROM) (Duxbury Applied Series) - Hardcover

Tabachnick, Barbara G.; Fidell, Linda S.

Hardcover

ISBN 10: 0534405142 ISBN 13: 9780534405144

Publisher: Brooks/Cole, 2006

Synopsis

Succeed in statistics with EXPERIMENTAL DESIGN USING ANOVA with accompanying STUDENT SUITE CD-ROM! With a practical approach, this statistics text provides you with instructions on how to perform both simple and complex analyses by hand, through regression, and through SPSS and SAS so that you will be prepared to effectively design and analyze research projects. Examples and exercises found throughout the text help clarify difficult concepts. Use the accompanying CD-ROM and the book-specific website to access data sets for these examples and exercises. All chapters follow a similar outline allowing you to readily and easily find the material you are looking for.

About this title

Review

1. INTRODUCTION. The Nature of Research. Types of Research Designs. Types of Treatments. Outcome Measures. Overview of Research Designs. Overview of Issues Encountered In Most Designs. Generalizing Results. Computer Assistance . Organization of the Book. Choosing a Design: Some Guidelines. Problem Sets. 2. ORGANIZING, DESCRIBING, AND SCREENING DATA. Organizing Data for a Computer. Describing Data from One Variable. Describing Relationships. Problem Sets. 3. BASIC ANOVA: LOGIC OF ANALYSIS AND TESTS OF ASSUMPTIONS. Introduction. Analysis of Variance. The Regression Approach to ANOVA. Assumptions of Analysis. Other Recurring Issues. Overview of Remaining Chapters. Problem Sets. 4. ONE-WAY RANDOMIZED-GROUPS ANALYSIS OF VARIANCE, FIXED-EFFECTS DESIGNS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Some Important Issues. Complete Example Of One-Way ANOVA. Comparison of Programs. Problem Sets. 5. FACTORIAL RANDOMIZED-GROUPS, FIXED EFFECTS DESIGNS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Other Types of Randomized-Groups Designs. Some Important Issues. Complete Example of Two-Way Randomized-Groups ANOVA. Comparison of Programs. Problem Sets. 6. REPEATED-MEASURES DESIGNS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Repeated-Measures Designs. Some Important Issues. Complete Example. Problem Set. 7. MIXED RANDOMIZED-REPEATED DESIGNS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Mixed Designs. Some Important Issues. Complete Example of Mixed Randomized-Repeated ANOVA. Comparison of Programs. Putting It All Together for Factorial Designs. Problem Sets. 8. ANALYSIS OF COVARIANCE. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Designs Using Covariates. Some Important Issues. Complete Examples of Analysis Of Covariance. Comparison of Programs. Problem Sets. 9. LATIN-SQUARE DESIGNS. Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Latin-Square Designs. Some Important Issues. Complete Examples of Latin-Square ANOVA. Comparison of Programs. Problem Sets. 10. SCREENING AND OTHER INCOMPLETE DESIGNS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Screening and Other Incomplete Designs. Some Important Issues. Complete Example of a Central Composite Design. Comparisons of Programs. Problem Sets. 11. ANALYSIS OF VARIANCE WITH RANDOM EFFECTS. General Purpose and Description. Kinds of Research Questions. Assumptions and Limitations. Fundamental Equations. Types of Designs With Random Effects. Some Important Issues. Complete Example of Random-Effects ANOVA. Comparison of Programs. Problem Sets. Appendix A. Statistical Tables. Appendix B. Research Designs For Complete Examples. Appendix C. Answers to Selected Problems. References.

Synopsis

Written for those with basic descriptive and inferential statistics, this text is designed for senior-level undergraduates and first-year graduate students. The authors take an innovative regressive approach to ANOVA alongside the traditional approach. They begin with the nature of research, types of research designs, types of treatments, outcome m

Edition details

• Publisher: Brooks/Cole
• Publication date: 2006
• ISBN 10: 0534405142
• ISBN 13: 9780534405144
• Binding: Hardcover
• Language: English
• Number of pages: 745