Graphical Models (Hardcover)

Steffen L. Lauritzen

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Idioma: inglés

Editorial: Oxford University Press, Oxford, 1996

0198522193 / 9780198522195

Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail

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Hardcover. The idea of modelling systems using graph theory has its origin in several scientific areas: in statistical physics (the study of large particle systems), in genetics (studying inheritable properties of natural species), and in interactions in contingency tables. The use of graphical models in statistics has increased considerably over recent years and the theory has been greatly developed and extended. This book provides the first comprehensive and authoritativeaccount of the theory of graphical models and is written by a leading expert in the field. It contains the fundamental graph theory required and a thorough study of Markov properties associated withvarious type of graphs. The statistical theory of log-linear and graphical models for contingency tables, covariance selection models, and graphical models with mixed discrete-continous variables in developed detail. Special topics, such as the application of graphical models to probabilistic expert systems, are described briefly, and appendices give details of the multivarate normal distribution and of the theory of regular exponential families. The author has recently been awarded the RSS GuyMedal in Silver 1996 for his innovative contributions to statistical theory and practice, and especially for his work on graphical models. This book provides the first comprehensive and authoritative exposition of the theory of graphical models. It is primarily concerned with the fundamental mathematical and statistical theory and is based largely on a traditional statistical approach. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…

N° de ref. del artículo 9780198522195

Título
Graphical Models (Hardcover)
Autor
Steffen L. Lauritzen
Editorial
Oxford University Press, Oxford
Año de publicación
1996
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
0198522193
ISBN 13
9780198522195

CitiRetail

Stevenage, Reino Unido

Vendedor de 5 estrellas

Vendedor de AbeBooks desde el 29 de junio de 2022

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Primer artículoEUR 43,54EUR 43,54
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