Statistical mechanics and probability theory form a cornerstone of modern physics and applied mathematics by linking microscopic interactions with macroscopic phenomena. This interdisciplinary field ...

This course builds a rigorous foundation of probability. Topics covered include: basic concepts of probability theory and statistics, counting, axioms of probability, independence, Bayes rule, ...

Epistemic decision theory integrates formal models of rational belief with the processes of decision‐making under uncertainty. It addresses how agents should revise their credences in light of new and ...