Probabilistic expert systems are graphical networks which support the modeling of uncertainty and decisions in large complex domains, while retaining ease of calculation. Building on original research by the authors, this book gives a thorough and rigorous mathematical treatment of the underlying id[...]
A state of the art volume on statistical causality"Causality: Statistical Perspectives and Applications" presents a wide-ranging collection of seminal contributions by renowned experts in the field, providing a thorough treatment of all aspects of statistical causality. It covers the various formali[...]
* Provides a thorough overview of the complex mathematical models involved in modeling complex processes * Written by experienced, respected and well established Statisticians and Engineers and designed to facilitate communication between modelers in different disciplines.[...]