Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics) - Softcover

Cowell, Robert G.

Softcover

ISBN 10: 0387718230 ISBN 13: 9780387718231

Verlag: Springer, 2007

Inhaltsangabe

Book by Cowell Robert G Dawid Philip Lauritzen Steffen L S

Über diesen Titel

Críticas

From the reviews:

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

"This important book fills a void in the graphical Markov models literature. The authors have summarized their extensive and influential work in this area and provided a valuable resource both for educators and for practitioners."

Reseña del editor

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 both artificial intelligence and statistics, who desire an introduction to this fascinating and rapidly developing field. The book, winner of the DeGroot Prize 2002, the only book prize in the field of statistics, is new in paperback.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2007
• ISBN 10: 0387718230
• ISBN 13: 9780387718231
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 336