Large Deviations for Random Graphs : École D'été De Probabilités De Saint-Flo...

Description: Large Deviations for Random Graphs : École D'été De Probabilités De Saint-Flour XLV - 2015, Paperback by Chatterjee, Sourav, ISBN 3319658158, ISBN-13 9783319658155, Like New Used, Free shipping in the US

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, th is written in a format and style that are accessible for beginning graduate students in mathematics and statistics.

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Book Title: Large Deviations for Random Graphs : École D'été De Probabilités

Number of Pages: Xi, 170 Pages

Publication Name: Large Deviations for Random Graphs : École D'été De Probabilités De Saint-Flour Xlv-2015

Language: English

Publisher: Springer International Publishing A&G

Publication Year: 2017

Subject: Probability & Statistics / General, Graphic Methods, Discrete Mathematics

Item Weight: 101.4 Oz

Type: Textbook

Item Length: 9.3 in

Subject Area: Mathematics

Author: Sourav Chatterjee

Series: Lecture Notes in Mathematics Ser.

Item Width: 6.1 in

Format: Trade Paperback

Large Deviations for Random Graphs : École D'été De Probabilités De Saint-Flo...

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