Introduction to Design and Analysis: A Student's Handbook
Introduces undergraduates to the design and statistical analysis of common experiments. Concepts are explained with step-by-step descriptions, worked examples, and an extensive series of exercises. Written for students who meet the standard quantitative prerequisites for entry into most colleges and universities.
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Introduces undergraduates to the design and statistical analysis of common experiments. Concepts are explained with step-by-step descriptions, worked examples, and an extensive series of exercises. Written for students who meet the standard quantitative prerequisites for entry into most colleges and universities.
I. Experimental Design and Preliminary Data Analysis 1. Introduction to Experimental Design 2. Preliminary Design AnalysisII. The Analysis of Single-Factor Experiments 3. The Logic of Hypothesis Testing 4. Calculating the F Ratio 5. Evaluating the F Ratio 6. Analytical Comparisons in the Single-Factor Design 7. Estimating Population Means and Effect Size 8. Errors of Hypothesis Testing and Statistical Power 9. Introduction to the Analysis of Factorial ExperimentsIII. The Analysis of Factoral Designs 10. Analytical Comparisons in the Factorial DesignIV. The Analysis of Within-Subject Designs 11. The Single-Factor Within-Subjects Design 12. The Mixed Within-Subjects Factorial Design 13. The Two-Factor Within-Subjects DesignV. Additional Statistical Procedures 14. Analysis of Categorical Data 15. Correlation and Regression 16. Additional Topics: Nonexperimental Research, Using the Computer, and Areas of Further StudyAppendixes Glossary References Indexes
