Designing Experiments and Analyzing Data A Model Comparison Perspective

ISBN-10: 0805837183
ISBN-13: 9780805837186
Edition: 2nd 2003 (Revised)
List price: $120.00 Buy it from $101.33
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Description: Through this book's unique model comparison approach, students and researchers are introduced to a set of fundamental principles for analyzing data. After seeing how these principles can be applied in simple designs, students are shown how these  More...

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Book details

List price: $120.00
Edition: 2nd
Copyright year: 2003
Publisher: Routledge
Publication date: 7/1/2003
Binding: Hardcover
Pages: 1104
Size: 7.25" wide x 10.25" long x 2.00" tall
Weight: 4.620
Language: English

Through this book's unique model comparison approach, students and researchers are introduced to a set of fundamental principles for analyzing data. After seeing how these principles can be applied in simple designs, students are shown how these same principles also apply in more complicated designs. Drs. Maxwell and Delaney believe that the model comparison approach better prepares students to understand the logic behind a general strategy of data analysis appropriate for various designs; and builds a stronger foundation, which allows for the introduction of more complex topics omitted from other books. Several learning tools further strengthen the reader's understanding: *flowchartsassist in choosing the most appropriate technique; *an equation cross-referencing systemaids in locating the initial, detailed definition andnumerous summary equation tablesassist readers in understanding differences between different methods for analyzing their data; *examples based on actual researchin a variety of behavioral sciences help students see the applications of the material; *numerous exerciseshelp develop a deeper understanding of the subject.Detailed solutionsare provided for some of the exercises and *realistic data setsallow the reader to see an analysis of data from each design in its entirety. Updated throughout, the second edition features: *significantly increased attention to measures of effects,including confidence intervals, strength of association, and effect size estimation for complex and simple designs; *an increased use of statistical packages and the graphical presentation of data; *new chapters (15 & 16) on multilevel models; *the current controversies regarding statistical reasoning,such as the latest debates on hypothesis testing (ch. 2); *a new preview of the experimental designscovered in the book (ch. 2); *a CD with SPSS and SAS data setsfor many of the text exercises, as well astutorials reviewing basic statisticsandregression;and *a Web sitecontaining examples ofSPSS and SASsyntax for analyzing many of the text exercises. Appropriate for advanced courses on experimental design or analysis, applied statistics, or analysis of variance taught in departments of psychology, education, statistics, business, and other social sciences, the book is also ideal for practicing researchers in these disciplines. A prerequisite of undergraduate statistics is assumed. AnInstructor's Solutions Manualis available to those who adopt the book for classroom use.

Preface
Conceptual Bases of Experimental Design and Analysis
The Logic of Experimental Design
Introduction to the Fisher Tradition
Model Comparisons for Between-Subjects Designs
Introduction to Model Comparisons: One-Way Between-Subjects Designs
Individual Comparisons of Means
Testing Several Contrasts: The Multiple-Comparison Problem
Trend Analysis
Two-Way Between-Subjects Factorial Designs
Higher Order Between-Subjects Factorial Designs
Designs With Covariates: ANCOVA and Blocking
Designs With Random or Nested Factors
Model Comparisons for Designs Involving Within-Subjects Factors
One-Way Within-Subjects Designs: Univariate Approach
Higher-Order Designs With Within-Subjects Factors: Univariate Approach
One-Way Within-Subjects Designs: Multivariate Approach
Higher Order Designs With Within-Subjects Factors: Multivariate Approach
Alternative Analysis Strategies
An Introduction to Multilevel Models for Within-Subjects Designs
An Introduction to Multilevel Hierarchical Mixed Models: Nested Designs
Appendices: Statistical Tables
Part 1.1 Linear Models: The Relation Between ANOVA and Regression
Part 1.2 A Brief Primer of Principles of Formulating and Comparing Models
Notes
Solutions to Selected Exercises
References

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