8.1 Exploiting Independence Property 8.1.1 Introduction 8.1.2 Basic Probability Rules

Our goal is to model biological processes given biological data. It is essential for such a model to be of probabilistic nature, since measurements are noisy and molecular biology itself has stochastic characteristics. In this lecture Bayesian networks [4, 8] will be introduced , these provide graphical representation of joint probability distributions in a… CONTINUE READING