Probability Theory

Abstract

In this chapter, the authors make use of the formalizations of measure theory and Lebesgue integration in HOL4 to provide a higher-order-logic formalization of probability theory (Mhamdi, 2013). For illustration purposes, they also present the probabilistic analysis of the Heavy Hitter problem using HOL.