Lecture 7: Probability as a measure of uncertainty
Contents
Lecture 7: Probability as a measure of uncertainty¶
Learning objectives¶
Understand the interpretation of probability as a representation of our state of knowledge.
Use the principle of insufficient reason to assign probabilities to simple events.
Explain how probabilities can be estimated by empirical frequencies.
Demonstrate how the frequencies converge to probabilities in the limit of large samples.