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Emily St. John Mandel: IMG Powell’s Q&A: Emily St. John Mandel



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    Station Eleven

    Emily St. John Mandel 9780385353304

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This title in other editions

Graphical Models in Applied Multi S (Wiley Series in Probability & Mathematical Statistics)

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Graphical Models in Applied Multi S (Wiley Series in Probability & Mathematical Statistics) Cover

 

Synopses & Reviews

Publisher Comments:

Graphical models--a subset of log-linear models--reveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theorem-proof-remarks format, this introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, several types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included.

Description:

Includes bibliographical references (p.426-435) and indexes.

Table of Contents

Independence and Interaction.

Independence Graphs.

Information Divergence.

The Inverse Variance.

Graphical Gaussian Models.

Graphical Log-Linear Models.

Model Selection.

Methods for Sparse Tables.

Regression and Graphical Chain Models.

Models for Mixed Variables.

Decompositions and Decomposability.

Appendices.

References.

Author Index.

Subject Index.

Product Details

ISBN:
9780471917502
Author:
Whittaker, Joe
Author:
Whittaker, J.
Author:
Whittaker
Author:
Whittaker, Derik
Publisher:
John Wiley & Sons
Location:
Chichester England ;
Subject:
Graph theory
Subject:
Multivariate analysis
Subject:
Statistics - Multivariate analysis
Subject:
Probability & Statistics - Multivariate Analysis
Subject:
Statistics
Subject:
Mathematics - General
Subject:
Computational & Graphical Statistics
Copyright:
Series:
Wiley Series in Probability & Statistics
Series Volume:
al-°adad 6
Publication Date:
January 1991
Binding:
HARDCOVER
Grade Level:
Professional and scholarly
Language:
English
Illustrations:
Yes
Pages:
466
Dimensions:
239 x 162 x 30.6 mm 28 oz

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Related Subjects

History and Social Science » Sociology » General
Science and Mathematics » Energy » Nuclear Engineering
Science and Mathematics » Mathematics » General
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics

Graphical Models in Applied Multi S (Wiley Series in Probability & Mathematical Statistics) New Hardcover
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