{"product_id":"graphical-models-steffen-l-lauritzen-professor-department-of-mathematics-and-computer-science-professor-department-of-mathematics-and-computer-science-university-of-aalborg-denmark-9780198522195","title":"Graphical Models","description":"\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003ch3\u003eOmschrijving\u003c\/h3\u003e\n\u003cp\u003eThe 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 authoritative account 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 with various 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 Guy Medal in Silver 1996 for his innovative contributions to statistical theory and practice, and especially for his work on graphical models.\u003c\/p\u003e\n\u003ch3\u003eProductspecificaties\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuteur:\u003c\/strong\u003e Steffen L. Lauritzen (Professor, Department of Mathematics and Computer Science, Professor, Department of Mathematics and Computer Science, University of Aalborg, Denmark)\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSerie:\u003c\/strong\u003e Oxford Statistical Science Series deel 17\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUitgever:\u003c\/strong\u003e Oxford University Press\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eImprint:\u003c\/strong\u003e Clarendon Press\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eVerschijningsdatum:\u003c\/strong\u003e 1996-05-02\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAantal pagina's:\u003c\/strong\u003e 308\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eISBN:\u003c\/strong\u003e 9780198522195\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eThema:\u003c\/strong\u003e Probability and statistics\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eBISAC:\u003c\/strong\u003e MATHEMATICS \/ Probability \u0026amp; Statistics \/ General\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eOver de auteur\u003c\/h3\u003e\n\u003cp\u003eSteffen L. Lauritzen is a Professor in the Department of Mathematics and Computer Science at the University of Aalborg, Denmark and was previously Professor of Statistics at Oxford University.\u003c\/p\u003e","brand":"Intertaal","offers":[{"title":"Default Title","offer_id":56354580070740,"sku":"9780198522195","price":181.35,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0967\/0538\/0692\/files\/9780198522195.jpg?v=1783585356","url":"https:\/\/intertaalid.nl\/es\/products\/graphical-models-steffen-l-lauritzen-professor-department-of-mathematics-and-computer-science-professor-department-of-mathematics-and-computer-science-university-of-aalborg-denmark-9780198522195","provider":"Intertaal","version":"1.0","type":"link"}