This week’s topics
Statistical Analysis with SPSS
- Descriptive statistical analysis
- Inferential testing
- Correlation and multiple regression
- Interpreting statistical output
- Inferential Statistics FULL Tutorial: T-Test, ANOVA, Chi-Square, Correlation & Regression Analysis
- Quantitative Data Analysis 101 Tutorial: Descriptive vs Inferential Statistics (With Examples)
- The Linear Model (Regression Part I)
What you will be able to do
- 4.1 Propose techniques for use with quantitative and qualitative data.
Activity
Start with this week’s 3 videos, then: Seminar, guided reading and a short written task: propose techniques for use with quantitative and qualitative data.
Study materials
Videos
- Inferential Statistics FULL Tutorial: T-Test, ANOVA, Chi-Square, Correlation & Regression Analysis · YouTube · Grad Coach · 13 min · for registered students
- Quantitative Data Analysis 101 Tutorial: Descriptive vs Inferential Statistics (With Examples) · YouTube · Grad Coach · 28 min · for registered students
- The Linear Model (Regression Part I) · YouTube · Discover Statistics · 51 min · for registered students
Further resources
- Principles of Data Science, ch. 4: Inferential Statistics and Regression Analysis · PDF · OpenStax, textbook chapter; pp. 155–222 · for registered students
- Research Methods in Psychology, ch. 13: Inferential Statistics · PDF · Saylor Academy, textbook chapter; pp. 342–377 · for registered students
- Introductory Business Statistics 2e, ch. 13: Linear Regression and Correlation · PDF · OpenStax, textbook chapter; pp. 547–627 · for registered students
Materials marked “for registered students” open in the student portal, which is set up as soon as you receive final acceptance.