Contents
- Page ID
- 31760
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- Acknowledgment of Country
- Accessibility Information
- Acknowledgments
- About the Authors
- Introduction
- Part I. Chapter One - Exploring Your Data
- 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
- Part II. Chapter Two - Test Statistics, p Values, Confidence Intervals and Effect Sizes
- 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
- Part III. Chapter Three - Comparing Two Group Means
- 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
- Part IV. Chapter Four - Comparing Associations Between Two Variables
- Section 4.1: Examining Relationships
- Section 4.2: Correlation Assumptions, Interpretation, and Write Up
- Section 4.3: Chapter Four Self-Test
- Part V. Chapter Five - Comparing Associations Between Multiple Variables
- 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
- Part VI. Chapter Six - Comparing Three or More Group Means
- 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
- Part VII. Chapter Seven - Moderation and Mediation Analyses
- 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
- Part VIII. Chapter Eight - Factor Analysis and Scale Reliability
- 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
- Part IX. Chapter Nine - Nonparametric Statistics
- 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