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Introduction
Chapter 1 - Introduction: Statistics and Data Analysis As Tools for Researchers
Chapter 2 - Process of Research in Psychology and Related Fields
Chapter 3 - Frequency Distributions, Graphing, and Data Display
Chapter 4 - Descriptive Statistics: Central Tendency and Variability
Chapter 5 - Standard Scores and the Normal Distribution
Chapter 6 - Correlation
Chapter 7 - Linear Regression
Chapter 8 - Probability
Chapter 9 - Inferential Statistics: Sampling Distributions and Hypothesis Testing
Chapter 10 - Mean Comparison I: The t-Test
Chapter 11 - Mean Comparison II: One-Variable Analysis of Variance
Chapter 12 - Mean Comparison III: Two-Variable Analysis of Variance
Chapter 13 - Mean Comparison IV: One-Variable Repeated-Measures Analysis of Variance
Chapter 14 - Some Non-parametric Statistics for Categorical and Ordinal Data
Chapter 15 - Conclusion: Statistics and Data Analysis in Context
Career Appendix for Psychology Students
Statistics Primer
SPSS Online Guide
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