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A Course in Networks and Markets: Game-Theoretic Models and Reasoning

AUTHOR Pass, Rafael
PUBLISHER MIT Press (04/16/2019)
PRODUCT TYPE Hardcover (Hardcover)

Description
A graduate-level, mathematically rigorous introduction to strategic behavior in a networked world.

This introductory graduate-level text uses tools from game theory and graph theory to examine the role of network structures and network effects in economic and information markets. The goal is for students to develop an intuitive and mathematically rigorous understanding of how strategic agents interact in a connected world. The text synthesizes some of the central results in the field while also simplifying their treatment to make them more accessible to nonexperts. Thus, students at the introductory level will gain an understanding of key ideas in the field that are usually only taught at the advanced graduate level.

The book introduces basic concepts from game theory and graph theory as well as some fundamental algorithms for exploring graphs. These tools are then applied to analyze strategic interactions over social networks, to explore different types of markets and mechanisms for networks, and to study the role of beliefs and higher-level beliefs (beliefs about beliefs). Specific topics discussed include coordination and contagion on social networks, traffic networks, matchings and matching markets, exchange networks, auctions, voting, web search, models of belief and knowledge, and how beliefs affect auctions and markets. An appendix offers a "Primer on Probability." Mathematically rigorous, the text assumes a level of mathematical maturity (comfort with definitions and proofs) in the reader.

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Product Format
Product Details
ISBN-13: 9780262039789
ISBN-10: 0262039788
Binding: Hardback or Cased Book (Sewn)
Content Language: English
More Product Details
Page Count: 264
Carton Quantity: 18
Product Dimensions: 8.00 x 0.90 x 9.10 inches
Weight: 1.80 pound(s)
Feature Codes: Bibliography, Index, Price on Product, Illustrated
Country of Origin: US
Subject Information
BISAC Categories
Computers | Networking - General
Computers | Economics - General
Dewey Decimal: 330.015
Library of Congress Control Number: 2018034823
Descriptions, Reviews, Etc.
publisher marketing
A graduate-level, mathematically rigorous introduction to strategic behavior in a networked world.

This introductory graduate-level text uses tools from game theory and graph theory to examine the role of network structures and network effects in economic and information markets. The goal is for students to develop an intuitive and mathematically rigorous understanding of how strategic agents interact in a connected world. The text synthesizes some of the central results in the field while also simplifying their treatment to make them more accessible to nonexperts. Thus, students at the introductory level will gain an understanding of key ideas in the field that are usually only taught at the advanced graduate level.

The book introduces basic concepts from game theory and graph theory as well as some fundamental algorithms for exploring graphs. These tools are then applied to analyze strategic interactions over social networks, to explore different types of markets and mechanisms for networks, and to study the role of beliefs and higher-level beliefs (beliefs about beliefs). Specific topics discussed include coordination and contagion on social networks, traffic networks, matchings and matching markets, exchange networks, auctions, voting, web search, models of belief and knowledge, and how beliefs affect auctions and markets. An appendix offers a "Primer on Probability." Mathematically rigorous, the text assumes a level of mathematical maturity (comfort with definitions and proofs) in the reader.

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Your Price  $54.45
Hardcover