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The Econometrics of Networks

The Econometrics of Networks
Author: Áureo de Paula
Publisher: Emerald Group Publishing
Total Pages: 496
Release: 2020-10-19
Genre: Business & Economics
ISBN: 1838675752

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Showcasing fresh methodological and empirical research on the econometrics of networks, and comprising both theoretical, empirical and policy papers, the authors in this volume bring together a wide range of perspectives to facilitate a dialogue between academics and practitioners for better understanding this groundbreaking field.


The Econometrics of Networks

The Econometrics of Networks
Author: Áureo de Paula
Publisher: Emerald Group Publishing
Total Pages: 353
Release: 2020-10-19
Genre: Business & Economics
ISBN: 1838675779

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Showcasing fresh methodological and empirical research on the econometrics of networks, and comprising both theoretical, empirical and policy papers, the authors in this volume bring together a wide range of perspectives to facilitate a dialogue between academics and practitioners for better understanding this groundbreaking field.


The Econometric Analysis of Network Data

The Econometric Analysis of Network Data
Author: Bryan Graham
Publisher: Academic Press
Total Pages: 244
Release: 2020-06-03
Genre: Business & Economics
ISBN: 0128117710

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The Econometric Analysis of Network Data serves as an entry point for advanced students, researchers, and data scientists seeking to perform effective analyses of networks, especially inference problems. It introduces the key results and ideas in an accessible, yet rigorous way. While a multi-contributor reference, the work is tightly focused and disciplined, providing latitude for varied specialties in one authorial voice. Answers both 'why' and 'how' questions in network analysis, bridging the gap between practice and theory allowing for the easier entry of novices into complex technical literature and computation Fully describes multiple worked examples from the literature and beyond, allowing empirical researchers and data scientists to quickly access the 'state of the art' versioned for their domain environment, saving them time and money Disciplined structure provides latitude for multiple sources of expertise while retaining an integrated and pedagogically focused authorial voice, ensuring smooth transition and easy progression for readers Fully supported by companion site code repository 40+ diagrams of 'networks in the wild' help visually summarize key points


The Oxford Handbook of the Economics of Networks

The Oxford Handbook of the Economics of Networks
Author: Yann Bramoullé
Publisher: Oxford University Press
Total Pages: 857
Release: 2016-03-01
Genre: Business & Economics
ISBN: 0190216832

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The Oxford Handbook of the Economics of Networks represents the frontier of research into how and why networks they form, how they influence behavior, how they help govern outcomes in an interactive world, and how they shape collective decision making, opinion formation, and diffusion dynamics. From a methodological perspective, the contributors to this volume devote attention to theory, field experiments, laboratory experiments, and econometrics. Theoretical work in network formation, games played on networks, repeated games, and the interaction between linking and behavior is synthesized. A number of chapters are devoted to studying social process mediated by networks. Topics here include opinion formation, diffusion of information and disease, and learning. There are also chapters devoted to financial contagion and systemic risk, motivated in part by the recent financial crises. Another section discusses communities, with applications including social trust, favor exchange, and social collateral; the importance of communities for migration patterns; and the role that networks and communities play in the labor market. A prominent role of networks, from an economic perspective, is that they mediate trade. Several chapters cover bilateral trade in networks, strategic intermediation, and the role of networks in international trade. Contributions discuss as well the role of networks for organizations. On the one hand, one chapter discusses the role of networks for the performance of organizations, while two other chapters discuss managing networks of consumers and pricing in the presence of network-based spillovers. Finally, the authors discuss the internet as a network with attention to the issue of net neutrality.


The Oxford Handbook of the Economics of Networks

The Oxford Handbook of the Economics of Networks
Author: Yann Bramoullé
Publisher: Oxford University Press
Total Pages: 857
Release: 2016
Genre: Business & Economics
ISBN: 0199948275

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The Oxford Handbook of the Economics of Networks represents the frontier of research into how and why networks they form, how they influence behavior, how they help govern outcomes in an interactive world, and how they shape collective decision making, opinion formation, and diffusion dynamics. From a methodological perspective, the contributors to this volume devote attention to theory, field experiments, laboratory experiments, and econometrics. Theoretical work in network formation, games played on networks, repeated games, and the interaction between linking and behavior is synthesized. A number of chapters are devoted to studying social process mediated by networks. Topics here include opinion formation, diffusion of information and disease, and learning. There are also chapters devoted to financial contagion and systemic risk, motivated in part by the recent financial crises. Another section discusses communities, with applications including social trust, favor exchange, and social collateral; the importance of communities for migration patterns; and the role that networks and communities play in the labor market. A prominent role of networks, from an economic perspective, is that they mediate trade. Several chapters cover bilateral trade in networks, strategic intermediation, and the role of networks in international trade. Contributions discuss as well the role of networks for organizations. On the one hand, one chapter discusses the role of networks for the performance of organizations, while two other chapters discuss managing networks of consumers and pricing in the presence of network-based spillovers. Finally, the authors discuss the internet as a network with attention to the issue of net neutrality.


Complex Social Networks

Complex Social Networks
Author: Fernando Vega-Redondo
Publisher: Cambridge University Press
Total Pages: 316
Release: 2007-01-08
Genre: Business & Economics
ISBN: 9780521674096

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The Econometrics of Financial Markets

The Econometrics of Financial Markets
Author: John Y. Campbell
Publisher: Princeton University Press
Total Pages: 630
Release: 2012-06-28
Genre: Business & Economics
ISBN: 1400830214

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The past twenty years have seen an extraordinary growth in the use of quantitative methods in financial markets. Finance professionals now routinely use sophisticated statistical techniques in portfolio management, proprietary trading, risk management, financial consulting, and securities regulation. This graduate-level textbook is intended for PhD students, advanced MBA students, and industry professionals interested in the econometrics of financial modeling. The book covers the entire spectrum of empirical finance, including: the predictability of asset returns, tests of the Random Walk Hypothesis, the microstructure of securities markets, event analysis, the Capital Asset Pricing Model and the Arbitrage Pricing Theory, the term structure of interest rates, dynamic models of economic equilibrium, and nonlinear financial models such as ARCH, neural networks, statistical fractals, and chaos theory. Each chapter develops statistical techniques within the context of a particular financial application. This exciting new text contains a unique and accessible combination of theory and practice, bringing state-of-the-art statistical techniques to the forefront of financial applications. Each chapter also includes a discussion of recent empirical evidence, for example, the rejection of the Random Walk Hypothesis, as well as problems designed to help readers incorporate what they have read into their own applications.


The Wealth of Networks

The Wealth of Networks
Author: Yochai Benkler
Publisher: Yale University Press
Total Pages: 532
Release: 2006-01-01
Genre: Business & Economics
ISBN: 9780300125771

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Describes how patterns of information, knowledge, and cultural production are changing. The author shows that the way information and knowledge are made available can either limit or enlarge the ways people create and express themselves. He describes the range of legal and policy choices that confront.


Networks, Crowds, and Markets

Networks, Crowds, and Markets
Author: David Easley
Publisher: Cambridge University Press
Total Pages: 745
Release: 2010-07-19
Genre: Computers
ISBN: 1139490303

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Are all film stars linked to Kevin Bacon? Why do the stock markets rise and fall sharply on the strength of a vague rumour? How does gossip spread so quickly? Are we all related through six degrees of separation? There is a growing awareness of the complex networks that pervade modern society. We see them in the rapid growth of the internet, the ease of global communication, the swift spread of news and information, and in the way epidemics and financial crises develop with startling speed and intensity. This introductory book on the new science of networks takes an interdisciplinary approach, using economics, sociology, computing, information science and applied mathematics to address fundamental questions about the links that connect us, and the ways that our decisions can have consequences for others.


Networks in Economics

Networks in Economics
Author: Chih-Sheng Hsieh
Publisher: Academic Press
Total Pages: 352
Release: 2022-11-15
Genre: Business & Economics
ISBN: 9780128152294

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Networks in Economics: Theory, Econometrics, and Policy Implications draws on the latest findings in economics, sociology, physics, computer science and mathematics, providing an empirical review of social network analysis, and their regularities. It discusses random graph-based models as well as strategic models of network formation. The three parts of the book, theory, empirics and policy, are presented in a consistent and interdependent framework. This book supports students, researchers and practitioners, helping them to understand outcomes and behaviors in networked societies, and to be able to evaluate real world policy instruments in this context. Provides a modern and comprehensive introduction into the field of social and economic networks Illustrated with real world applications and their policy implications Reviews econometric applications in a common, consistent and flexible framework