This week’s topics
Quantitative Healthcare Data Analysis
- Descriptive statistics and measures of dispersion
- Inferential testing using parametric and non-parametric tests
- Correlation and multiple regression
- Interpreting statistical significance and p-values
- Quantitative Data Analysis 101 Tutorial: Descriptive vs Inferential Statistics (With Examples)
- Inferential Statistics FULL Tutorial: T-Test, ANOVA, Chi-Square, Correlation & Regression Analysis
- Multiple Regression for beginners
- Public Health 250A - Lecture 30: Interpreting Tests of Stati
- Public Health 250A - Lecture 32: Interpreting Tests of Stati
What you will be able to do
- 4.2 Analyse data using appropriate approaches.
Activity
Start with this week’s 5 videos, then: Seminar, guided reading and a short written task: analyse data using appropriate approaches.
Study materials
Videos
- Quantitative Data Analysis 101 Tutorial: Descriptive vs Inferential Statistics (With Examples) · YouTube · Grad Coach · 28 min · for registered students
- Inferential Statistics FULL Tutorial: T-Test, ANOVA, Chi-Square, Correlation & Regression Analysis · YouTube · Grad Coach · 13 min · for registered students
- Multiple Regression for beginners · YouTube · Global Health with Greg Martin · 28 min · for registered students
Further resources
- Research Methods in Psychology, ch. 13: Inferential Statistics · PDF · Saylor Academy, textbook chapter; pp. 342–377 · for registered students
- Principles of Data Science, ch. 4: Inferential Statistics and Regression Analysis · PDF · OpenStax, textbook chapter; pp. 155–222 · for registered students
- Learning Statistics with R (Navarro, v0.7.1), ch. 11: Hypothesis testing · PDF · Other, textbook chapter; pp. 439–469 · for registered students
Materials marked “for registered students” open in the student portal, which is set up as soon as you receive final acceptance.
