Learning outcomes

After studying this course, you should be able to:

• use relative frequencies to estimate probabilities

• calculate conditional probabilities

• calculate posterior probabilities using Bayes’ theorem

• calculate simple likelihood functions

• describe the role of the posterior distribution, the likelihood function and the posterior distribution in Bayesian inference about a parameter Ɵ.