Large Deviations for Random Graphs: Ecole d?Ete de Probabilites de Saint-Flour XLV - 2015
Sourav Chatterjee
ISBN 10: 3319658158 ISBN 13: 9783319658155
Published by Springer International Publishing AG, 2017
New
Soft cover
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2017. 1st ed. 2017. Paperback. . . . . . Seller Inventory # V9783319658155
Synopsis:
First book-length treatment of large deviations for random graphs, plus a chapter on exponential random graphs
Contains a summary of important results from graph limit theory with complete proofs
Written in a style for beginning graduate students, self-contained with essentially no need for background knowledge other than some amount of graduate probability and analysis
From the Back Cover: This book addresses the emerging body of literature on the study of rare events in random graphs and networks. For example, what does a random graph look like if by chance it has far more triangles than expected? Until recently, probability theory offered no tools to help answer such questions. Important advances have been made in the last few years, employing tools from the newly developed theory of graph limits. This work represents the first book-length treatment of this area, while also exploring the related area of exponential random graphs. All required results from analysis, combinatorics, graph theory and classical large deviations theory are developed from scratch, making the text self-contained and doing away with the need to look up external references. Further, the book is written in a format and style that are accessible for beginning graduate students in mathematics and statistics.
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Bibliographic Details
Title: Large Deviations for Random Graphs: Ecole d?...
Publisher: Springer International Publishing AG
Publication Date: 2017
Binding: Soft cover
Condition: New
Edition: 1st Edition
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Large Deviations for Random Graphs (Paperback)
Published by
Springer International Publishing AG, Cham, 2017
ISBN 10: 3319658158
ISBN 13: 9783319658155
New
Paperback
First Edition
Seller: Grand Eagle Retail, Bensenville, IL, U.S.A.
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. This book addresses the emerging body of literature on the study of rare events in random graphs and networks. For example, what does a random graph look like if by chance it has far more triangles than expected? Until recently, probability theory offered no tools to help answer such questions. Important advances have been made in the last few years, employing tools from the newly developed theory of graph limits. This work represents the first book-length treatment of this area, while also exploring the related area of exponential random graphs. All required results from analysis, combinatorics, graph theory and classical large deviations theory are developed from scratch, making the text self-contained and doing away with the need to look up external references. Further, the book is written in a format and style that are accessible for beginning graduate students in mathematics and statistics. This book addresses the emerging body of literature on the study of rare events in random graphs and networks. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9783319658155
Quantity: 1 available
Stock Image
Large Deviations for Random Graphs (Paperback)
Published by
Springer International Publishing AG, Cham, 2017
ISBN 10: 3319658158
ISBN 13: 9783319658155
New
Paperback
First Edition
Seller: AussieBookSeller, Truganina, VIC, Australia
Seller rating 5 out of 5 stars
Paperback. Condition: new. Paperback. This book addresses the emerging body of literature on the study of rare events in random graphs and networks. For example, what does a random graph look like if by chance it has far more triangles than expected? Until recently, probability theory offered no tools to help answer such questions. Important advances have been made in the last few years, employing tools from the newly developed theory of graph limits. This work represents the first book-length treatment of this area, while also exploring the related area of exponential random graphs. All required results from analysis, combinatorics, graph theory and classical large deviations theory are developed from scratch, making the text self-contained and doing away with the need to look up external references. Further, the book is written in a format and style that are accessible for beginning graduate students in mathematics and statistics. This book addresses the emerging body of literature on the study of rare events in random graphs and networks. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9783319658155
Quantity: 1 available