Probabilistic Networks and Expert Systems

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 ideas, structures, and algorithms. The book will be of interest to researchers in ...

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Robert G. Cowell

School of Mathematics, Actuarial Science, and Statistics, City University, London, London, UK

A. Philip Dawid

Department of Statistical Science, University College London, London, UK

Steffen L. Lauritzen

Department of Mathematical Sciences, Aalborg University, Aalborg, Denmark

David J. Spiegelhalter

MRC Biostatistics Unit, Institute of Public Health, Cambridge,...

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