Probability Theory

Lecture Slides Lecture Slides (pdf)

Workshop Slides Workshop Slides (pdf)

Tutorial Exercise Tutorial Exercise (pdf)

Required Readings

• Ch 4 Agresti 2018
• David Freedman. 1995. “Some issues in the foundation of statistics.” Foundations of Science 1 (1): 19–39.

Additional Readings

• J. Neyman. 1977. “Frequentist Probability and Frequentist Statistics.” Synthese 36 (1): 97–131
• Richard von Mises. 1941. “On the Foundations of Probability and Statistics.” The Annals of Mathematical Statistics 12 (2): 191–20

Tutorial

• Probability distributions in R;
• Calculating probabilities;
• Sampling.