Handbook of Graphical Models
A 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.While 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 differe…
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Noch nicht erschienen, Januar 2021
Produktdetails
Weitere Autoren: Drton, Mathias (Hrsg.) / Lauritzen, Steffen (Hrsg.) / Wainwright, Martin (Hrsg.)
- ISBN: 978-0-429-87423-9
- EAN: 9780429874239
- Produktnummer: 29405828
- Verlag: Taylor & Francis Ltd.
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 554 S.
- Plattform: EPUB
- Abbildungen: 98 schwarz-weiße Abbildungen, 98 schwarz-weiße Zeichnungen, 3 schwarz-weiße Tabellen
Über den Autor
Marloes Maathuis is Professor of Statistics at ETH Zurich.Mathias Drton is Professor of Statistics at the University of Copenhagen and the University of Washington.Steffen Lauritzen is Professor of Statistics at the University of Copenhagen.Martin Wainwright is Chancellor's Professor at the University of Berkeley.
8 weitere Werke von Marloes (Hrsg.) Maathuis:
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