Social and Economic Networks - Matthew O. Jackson

Social and Economic Networks

Matthew O. Jackson

出版时间

2008-09-07

ISBN

9780691134406

评分

★★★★★
书籍介绍
Review Lucid and comprehensive, Jackson's book elegantly synthesizes several important strands of network science from sociology, physics, mathematics, computer science, and economics. It will be an immensely useful reference for researchers and students alike. (Duncan Watts, Columbia University ) Product Description Networks of relationships help determine the careers that people choose, the jobs they obtain, the products they buy, and how they vote. The many aspects of our lives that are governed by social networks make it critical to understand how they impact behavior, which network structures are likely to emerge in a society, and why we organize ourselves as we do. In Social and Economic Networks, Matthew Jackson offers a comprehensive introduction to social and economic networks, drawing on the latest findings in economics, sociology, computer science, physics, and mathematics. He provides empirical background on networks and the regularities that they exhibit, and discusses random graph-based models and strategic models of network formation. He helps readers to understand behavior in networked societies, with a detailed analysis of learning and diffusion in networks, decision making by individuals who are influenced by their social neighbors, game theory and markets on networks, and a host of related subjects. Jackson also describes the varied statistical and modeling techniques used to analyze social networks. Each chapter includes exercises to aid students in their analysis of how networks function. This book is an indispensable resource for students and researchers in economics, mathematics, physics, sociology, and business.
精彩摘录
  • "A link ij is a bridge in the network g if g-ij has more components than g."
作者简介
Matthew O. Jackson is professor of economics at Stanford University.
用户评论
推一下此书。还没看完,可能一阵子也看不完了,因为我最喜欢的第二章看过好几遍了。非常非常棒。
games on networks part is less helpful
研究生阶段还是读了一下这本书,可是后来方向没有往微观走,是好书。
看到8,9章就越发吃力了啊。数学不好是硬伤呢
挺不错的一本教材。把博弈论推广到了social network结构中。大体范式类似,合作/非合作博弈,static或者sequential等。但相较线性分析,需要引入更多的基于network structure的概览分析,因此有更多的贝叶斯和markov假设,这能有效推演network diffusion的均衡状态。
草草读了前五章,前三章偏重于背景与测量介绍,后两张着重模型建构,数学推导看得我头昏脑胀,待到组会需要再重读吧嘻嘻。
博弈论、图论和统计的结合,交叉学科的确有趣
重读的时候觉得第6-12章才是好东西
基本的介绍不错,为看懂最新的literature打下基础
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