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Title:

Handbook of Graphical Models

Subtitle:
Handbooks of Modern Statistical Methods
Document type:
Buch
Editor:
Maathuis, Marloes; Drton, Mathias; Lauritzen, Steffen; Wainwright, Martin
Abstract:
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 indi...     »
Dewey Decimal Classification:
510 Mathematik
Publisher:
Taylor & Francis Inc
Pages:
536
Year:
2018
Year / month:
2018-11
Month:
Nov
Date of publication:
19.11.2018
Quarter:
4. Quartal
Other Issue::
0
Issue type:
Hardcover
Covered by:
Scopus
Print-ISBN:
978-1498788625
E-ISBN:
9780429463976
Language:
en
WWW:
Taylor & Francis Group
Notes:
eBook Published 12 November 2018 Print Version 19 November 2018
DOI-Link:
doi:10.1201/9780429463976
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