Quantitative Data Management and Analysis with SPSS course

Course content

•          Introduction
•          Defining Variables
•          Variable Recoding
•          Dummy Variables
•          Selecting Cases
•          File Splitting
•          Data Weighting
•          Creating Charts in SPSS
•          Column Charts
•          Line Charts
•          Scatterplot Charts
•          Boxplot Diagrams
•          Simple Analysis Techniques
•          Frequencies Procedure
•          Descriptive Procedure
•          Explore Procedure
•          Means Procedure
•          Crosstabs Procedure
•          Assumption Checking. Data Transformations
•          Checking for Normality - Numerical Methods
•          Checking for Normality - Graphical Methods
•          Detecting Outliers - Graphical Methods
•          Detecting Outliers - Numerical Methods
•          Detecting Outliers - How to Handle the Outliers
•          Data Transformations
•          One-Sample Tests
•          One-Sample T Test - Introduction
•          One-Sample T Test - Running the Procedure
•          Introduction to Binomial Test
•          Binomial Test with Weighted Data
•          Chi Square for Goodness-of-Fit
•          Chi Square for Goodness-of-Fit with Weighted Data
•          Pearson Correlation - Introduction
•          Pearson Correlation - Assumption Checking
•          Pearson Correlation - Running the Procedure
•          Spearman Correlation - Introduction
•          Spearman Correlation - Running the Procedure
•          Partial Correlation - Introduction
•          Chi Square For Association
•          Chi Square For Association with Weighted Data
•          Loglinear Analysis - Introduction
•          Loglinear Analysis - Hierarchical Loglinear Analysis
•          Loglinear Analysis - General Loglinear Analysis
•          Tests for Mean Difference
•          Independent-Sample T Test - Introduction
•          Independent-Sample T Test - Assumption Testing
•          Independent-Sample T Test - Results Interpretation
•          Paired-Sample T Test - Introduction
•          Paired-Sample T Test - Assumption Testing
•          Paired-Sample T Test - Results Interpretation
•          One-Way ANOVA - Introduction
•          One-Way ANOVA - Assumption Testing
•          One-Way ANOVA - F Test Results
•          One-Way ANOVA - Multiple Comparisons
•          Two-Way ANOVA - Introduction
•          Two-Way ANOVA - Assumption Testing
•          Two-Way ANOVA - Interaction Effect
•          Two-Way ANOVA - Simple Main Effects
•          Three-Way ANOVA - Introduction
•          Three-Way ANOVA - Assumption Testing
•          Three-Way ANOVA - Third Order Interaction
•          Three-Way ANOVA - Simple Second Order Interaction
•          Three-Way ANOVA - Simple Main Effects
•          Three-Way ANOVA - Simple Comparisons
•          Multivariate ANOVA - Introduction
•          Multivariate ANOVA - Assumption Checking
•          Multivariate ANOVA - Result Interpretation
•          Analysis of Covariance (ANCOVA) - Introduction
•          Analysis of Covariance (ANCOVA) - Assumption Checking
•          Analysis of Covariance (ANCOVA) - Results Intepretation
•          ANOVA - Introduction
•          ANOVA - Assumption Checking
•          ANOVA - Results Interpretation
•          ANOVA - Introduction
•          ANOVA - Assumption Checking
•          ANOVA - Interaction