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Acknowledgment of Country
Accessibility Information
Acknowledgments
About the Authors
Introduction
Section 1.1: Data and Types of Statistical Variables
Section 1.2: Descriptive Statistics
Section 1.3: Missing Data
Section 1.4: Checking Values
Section 1.5: Normality
Section 1.6: Outliers
Section 1.7: Chapter One Self-Test
Section 2.1: p Values
Section 2.2: Significance
Section 2.3: Confidence Intervals
Section 2.4: Effect Sizes
Section 2.5: Statistical Power
Section 2.6: Chapter Two Self-Test
Section 3.1: Looking at Group Differences
Section 3.2: Between Versus Within Groups Analysis
Section 3.3: Independent T-test Assumptions, Interpretation, and Write Up
Section 3.4: Paired T-test Assumptions, Interpretation, and Write Up
Section 3.5: Chapter Three Self-Test
Section 4.1: Examining Relationships
Section 4.2: Correlation Assumptions, Interpretation, and Write Up
Section 4.3: Chapter Four Self-Test
Section 5.1: The Linear Model
Section 5.2: Simple Regression Assumptions, Interpretation, and Write Up
Section 5.3: Multiple Regression Explanation, Assumptions, Interpretation, and Write Up
Section 5.4: Hierarchical Regression Explanation, Assumptions, Interpretation, and Write Up
Section 5.5: Chapter Five Self-Test
Section 6.1: Between Versus Within Group Analyses
Section 6.2: One-Way ANOVA Assumptions, Interpretation, and Write Up
Section 6.3 Repeated Measures ANOVA Assumptions, Interpretation, and Write Up
Section 6.4: Chapter Six Self-Test
Section 7.1: Mediation and Moderation Models
Section 7.2: Mediation Assumptions, The PROCESS Macro, Interpretation, and Write Up
Section 7.3: Moderation Models, Assumptions, Interpretation, and Write Up
Section 7.4: Chapter Seven Self-Test
Section 8.1: Factor Analysis Definitions
Section 8.2: EFA versus CFA
Section 8.3: EFA Steps with Factor Extraction
Section 8.4: EFA Determining the Number of Factors
Section 8.5: EFA Interpretation
Section 8.6: EFA Write Up
Section 8.7: Scale Reliability
Section 8.8: Chapter Eight Self-Test
Section 9.1: Nonparametric Definitions
Section 9.2: Choosing Appropriate Tests
Section 9.3: Comparing Two Independent Conditions: The Mann– Whitney U Test
Section 9.4: Comparing Two Dependent Conditions or Paired Samples – Wilcoxon Sign-Rank Test
Section 9.5: Differences Between Several Independent Groups: The Kruskal–Wallis Test
Section 9.6: Chapter Nine Self-Test
References
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