Getting Started
  • Introduction
  • Course Outline
The Basics
  • Guide 1: Working With SPSS Files
  • Guide 2: Defining Variables
  • Guide 3: Variable Recoding
  • Guide 4: Dummy Variables
  • Guide 5: Selecting Cases
  • Guide 6: File Splitting
  • Guide 7: Data Weighting
Creating Charts in SPSS
  • Guide 8: Column Charts
  • Guide 9: Line Charts
  • Guide 10: Scatterplot Charts
  • Guide 11: Boxplot Diagrams
Simple Analysis Techniques
  • Guide 12: Frequencies Procedure
  • Guide 13: Descriptives Procedure
  • Guide 14: Explore Procedure
  • Guide 15: Means Procedure
  • Guide 16: Crosstabs Procedure
Assumption Checking. Data Transformations
  • Guide 17: Checking for Normality - Numerical Methods
  • Guide 17: Checking for Normality - Graphical Methods
  • Guide 17: Checking for Normality - What to Do If We Do Not Have Normality?
  • Guide 18: Detecting Outliers - Graphical Methods
  • Guide 18: Detecting Outliers - Numerical Methods
  • Guide 18: Detecting Outliers - How to Handle the Outliers
  • Guide 19: Data Transformations
One-Sample Tests
  • Guide 20: One-Sample T Test - Introduction
  • Guide 20: One-Sample T Test - Running the Procedure
  • Guide 21: Binomial Test
  • Guide 21: Binomial Test with Weighted Data
  • Guide 22: Chi Square for Goodness-of-Fit
  • Guide 22: Chi Square for Goodness-of-Fit with Weighted Data
Association Tests
  • Guide 23: Pearson Correlation - Introduction
  • Guide 23: Pearson Correlation - Assumption Checking
  • Guide 23: Pearson Correlation - Running the Procedure
  • Guide 24: Spearman Correlation - Introduction
  • Guide 24: Spearman Correlation - Running the Procedure
  • Guide 25: Partial Correlation - Introduction
  • Guide 25: Partial Correlation - Practical Example
  • Guide 26: Chi Square For Association
  • Guide 26: Chi Square For Association with Weighted Data
  • Guide 27: Loglinear Analysis - Introduction
  • Guide 27: Loglinear Analysis - Hierarchical Loglinear Analysis
  • Guide 27: Loglinear Analysis - General Loglinear Analysis
Tests For Mean Difference
  • Guide 28: Independent-Sample T Test - Introduction
  • Guide 28: Independent-Sample T Test - Assumption Testing
  • Guide 28: Independent-Sample T Test - Results Interpretation
  • Guide 29: Paired-Sample T Test - Introduction
  • Guide 29: Paired-Sample T Test - Assumption Testing
  • Guide 29: Paired-Sample T Test - Results Interpretation
  • Guide 30: One-Way ANOVA - Introduction
  • Guide 30: One-Way ANOVA - Assumption Testing
  • Guide 30: One-Way ANOVA - F Test Results
  • Guide 30: One-Way ANOVA - Multiple Comparisons
  • Guide 31: Two-Way ANOVA - Introduction
  • Guide 31: Two-Way ANOVA - Assumption Testing
  • Guide 31: Two-Way ANOVA - Interaction Effect
  • Guide 31: Two-Way ANOVA - Simple Main Effects
  • Guide 32: Three-Way ANOVA - Introduction
  • Guide 32: Three-Way ANOVA - Assumption Testing
  • Guide 32: Three-Way ANOVA - Third Order Interaction
  • Guide 32: Three-Way ANOVA - Simple Second Order Interaction
  • Guide 32: Three-Way ANOVA - Simple Main Effects
  • Guide 32: Three-Way ANOVA - Simple Comparisons (1)
  • Guide 32: Three-Way ANOVA - Simple Comparisons (2)
  • Guide 33: Multivariate ANOVA - Introduction
  • Guide 33: Multivariate ANOVA - Assumption Checking (1)
  • Guide 33: Multivariate ANOVA - Assumption Checking (2)
  • Guide 33: Multivariate ANOVA - Result Interpretation
  • Guide 34: Analysis of Covariance (ANCOVA) - Introduction
  • Guide 34: Analysis of Covariance (ANCOVA) - Assumption Checking (1)
  • Guide 34: Analysis of Covariance (ANCOVA) - Assumption Checking (2)
  • Guide 34: Analysis of Covariance (ANCOVA) - Results Intepretation
  • Guide 35: Repeated Measures ANOVA - Introduction
  • Guide 35: Repeated Measures ANOVA - Assumption Checking
  • Guide 35: Repeated Measures ANOVA - Results Interpretation
  • Guide 36: Within-Within Subjects ANOVA - Introduction
  • Guide 36: Within-Within Subjects ANOVA - Assumption Checking
  • Guide 36: Within-Within Subjects ANOVA - Interaction
  • Guide 36: Within-Within Subjects ANOVA - Simple Main Effects (1)
  • Guide 36: Within-Within Subjects ANOVA - Simple Main Effects (2)
  • Guide 36: Within-Within Subjects ANOVA - Case of Nonsignificant Interaction
  • Guide 37: Mixed ANOVA - Introduction
  • Guide 37: Mixed ANOVA - Assumption Checking
  • Guide 37: Mixed ANOVA - Interaction
  • Guide 37: Mixed ANOVA - Simple Main Effects (1)
  • Guide 37: Mixed ANOVA - Simple Main Effects (2)
  • Guide 37: Mixed ANOVA - Case of Nonsignificant Interaction
  • Guide 38: Mann-Whitney Test - Introduction
  • Guide 38: Mann-Whitney Test - Results Interpretation
  • Guide 39: Wilcoxon and Sign Tests - Wilcoxon Test
  • Guide 39: Wilcoxon and Sign Tests - Sign Test
  • Guide 40: Kruskal-Wallis and Median Tests - Kruskal-Wallis Test