{"product_id":"handbook-of-graphical-models-marloes-maathuis-9780367732608","title":"Handbook of Graphical Models","description":"\u003cp\u003eA graphical model is a statistical model that is represented by a graph. The factorization properties underlying graphical models facilitate tractable computation with multivariate distributions, making the models a valuable tool with a plethora of applications. Furthermore, directed graphical models allow intuitive causal interpretations and have become a cornerstone for causal inference.\u003c\/p\u003e\u003cp\u003eWhile there exist a number of excellent books on graphical models, the field has grown so much that individual authors can hardly cover its entire scope. Moreover, the field is interdisciplinary by nature. Through chapters by leading researchers from different areas, this handbook provides a broad and accessible overview of the state of the art.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFeatures: \u003c\/b\u003e \u003c\/p\u003e\u003cul\u003e \u003cli\u003eContributions by leading researchers from a range of disciplines\u003c\/li\u003e \u003cli\u003eStructured in five parts, covering foundations, computational aspects, statistical inference, causal inference, and applications\u003c\/li\u003e \u003cli\u003eBalanced coverage of concepts, theory, methods, examples, and applications\u003c\/li\u003e \u003cli\u003eChapters can be read mostly independently, while cross-references highlight connections\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe handbook is targeted at a wide audience, including graduate students, applied researchers, and experts in graphical models.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Marloes Maathuis\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0367732602\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780367732608\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/18\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 536\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 2.11lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.90h x 7.00w x 1.20d\u003c\/p\u003e","brand":"Marloes Maathuis","offers":[{"title":"Paperback","offer_id":43943679164671,"sku":"9780367732608","price":77.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/products\/img_219259ab-ba38-4a07-ae0f-cb9acc717a5c.jpg?v=1681499448","url":"https:\/\/www.whiterainbookhouse.com\/products\/handbook-of-graphical-models-marloes-maathuis-9780367732608","provider":"WR Book House","version":"1.0","type":"link"}