Course structure:

Each lecture consists of two sections, each comprising one lecture and one activity session. After the first half of the lecture, you will engage in activity 1, while activity 2 will be conducted after the second half of the lecture in each class.

Date Topic Slides Prism Activities
Jul 24 (Mon)
  • Overview of Prism
  • Sensitivity vs. Specificity
  • Contingency Tables
  • Fisher’s Exact Test
Jul 25 (Tue)
  • Binomial tests
  • Chi square tests
  • P-values
  • Confidence Intervals
  • Null Hypothesis testing
Jul 26 (Wed)
  • Gaussian distributions
  • QQ plots
  • t-tests
  • Comparing two datasets
Jul 27 (Thu)
  • Correlation
  • Power analysis
  • Analysis of variance (ANOVA)
  • Multiple hypothesis testing
Jul 28 (Fri)
  • Linear regression
  • Nonlinear regression
  • Survival analysis

Additional Materials to Read

To enhance your understanding of statistics and explore further applications, you can read the following supplementary materials.

  1. Binomial Distribution and Confidence Interval using R