SPSS Analytics for Data Science

Course Curriculum

Which Statistical Test Should I Use?

    1. Univariate Tests
    2. Within-Subjects Tests
    3. Between-Subjects Tests
    4. Association Measures
    5. Prediction Analyses
    6. Classification Analyses

  • SPSS Data Analysis Roadmap

    1. Set Up Project Folder and Open Data.
    2. SPSS Data File Inspection;.
    3. SPSS Categorical Variable Inspection;.
    4. SPSS Metric Variable Inspection.
    5. Optionally: Edit Data.
    6. Choose and Run Tables/Charts/Tests.

  • Univariate Analysis - Categorical Variables

    1. Creating APA Style Frequency Tables in SPSS
    2. SPSS Bar Charts Tutorial

  • Bivariate Analysis - Categorical Variables

    1. Creating APA Style Contingency Tables in SPSS
    2. SPSS CROSSTABS Command
    3. SPSS – Stacked Bar Charts Percentages

  • Bivariate Analysis - Metric Variables

    1. SPSS – Correlations in APA Format

  • Associations Between Variables

    1. Association between Categorical Variables
    2. Association between Metric and Dichotomous Variable

  • Comparing Variables

    1. Descriptive Statistics – One Metric Variable
    2. Analyzing Categorical Variables Separately
    3. Comparing Dichotomous Variables
    4. Comparing Dichotomous or Categorical Variables
    5. Comparing Metric Variables

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