**PS 318H - Advanced Statistics**

*Design & Analysis:
A Researcher's Handbook*

Preferred by primates everywhere!

Notes for Keppel & Wickens (2004), *Design
& Analysis: A Researcher's Handbook *

- Chapter 1: Experimental Design
- Chapter 2: Sources of Variability and Sums of Squares [pdf] [Word]
- Chapter
3: Variance Estimates and the
*F*Ratio [pdf] [Word] - Chapter 4: Analytical Comparisons Among Treatment Means [pdf] [Word]
- Chapter 5: Analysis of Trend
- Chapter 6: Simultaneous Comparisons and the Control of Type I Errors [pdf] [Word]
- Chapter 7: The Linear Model and Its Assumptions [pdf] [Word]
- Chapter 8: Effect Size, Power, and Sample Size [pdf] [Word]
- Chapter 9: Using Statistical Software
- Chapter 10: Introduction to Factorial Designs [pdf] [Word]
- Chapter 11: The Overall Two-Factor Analysis [pdf] [Word]
- Chapter 12: Detailed Analysis of Main Effects and Simple Effects [pdf] [Word]
- Chapter 13: The Analysis of Interaction Components [pdf] [Word]
- Chapter 14: The General Linear Model and Unbalanced Designs
- Chapter 15: The Analysis of Covariance
- Chapter 16: The Single-Factor Within-Subjects Design: Basic Calculations [pdf] [Word]
- Chapter 17: The Single-Factor Within-Subjects Design: Further Topics [pdf] [Word]
- Chapter 18: The Two-Factor Within-Subjects Design [pdf] [Word]
- Chapter 19: The Two-Factor Mixed Design: Overall Analysis [pdf] [Word]
- Chapter 20: The Two-Factor Mixed Design: Analytical Analyses [pdf] [Word]
- Chapter 21: The Three-Factor Design: The Overall Analysis of Variance [pdf] [Word]
- Chapter 22: The Three-Factor Design: Analytical Analysis [pdf] [Word]
- Chapter 23: The Three-Factor Design: Within-Subjects and Mixed Designs [pdf] [Word]
- Chapter 24: Random Factors and Generalizing Results
- Chapter 25: Nested Factors
- Chapter 26: Higher-Order Designs

Labs

- Lab for One-Way ANOVA [pdf] [Word]
- Lab for Comparisons [pdf] [Word]
- Lab for Simultaneous Comparisons [pdf] [Word]
- Lab for Brown-Forsythe, Treatment Effect and Power [pdf] [Word]
- Lab for Two-Way Independent Groups Designs [pdf] [Word]
- Lab for Interactions1[pdf] [Word]
- Lab for Interactions2 (Rosnow & Rosenthal) [pdf] [Word]
- Lab for Repeated Measures ANOVA [pdf] [Word]
- Lab for Two-Way Repeated Measures & Mixed ANOVA [pdf] [Word]
- Lab for Three-Way Independent Groups ANOVA [pdf] [Word]
- Lab for Three-Way Mixed ANOVA [pdf] [Word]
- Lab for End of Semester [pdf] [Word]

Homework

Helpful Links

Link - Data Analysis for Experimental Design (Gonzalez, Michigan)

Link - Statistics Calculators

Link - VassarStats (Richard Lowry)

Link - Concepts and Applications of Inferential Statistic (Richard Lowry)

Link - Web Pages that Perform Statistical Computations (John Pezzullo)

Link - Rice Virtual Lab in Statistics (David Lane)

Link - Ian Walker's Guides to SPSS

Link - Animations of Some Statistical Procedures (David Wallace)