Lecture 11 - Selecting Prior Information

Objectives

• Assign probabilities to discrete random variables with a finite number of values using the principle of insufficient reason.

• Quantify the uncertainty in a given probability density function using the concept of information entropy.

• Assign probabilities to discrete random variables using the principle of maximum entropy.

• Assign probabilities to continuous random variables using the principle of maximum entropy.