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Sprache: Englisch
Verlag: Cambridge University Press, 2017
ISBN 10: 1108407129 ISBN 13: 9781108407120
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Sprache: Englisch
Verlag: Cambridge University Press, 2017
ISBN 10: 1108407129 ISBN 13: 9781108407120
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Sprache: Englisch
Verlag: Springer Nature Switzerland AG, 2020
ISBN 10: 3030441288 ISBN 13: 9783030441289
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Verlag: Cambridge University Press, 2017
ISBN 10: 1108407129 ISBN 13: 9781108407120
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This snapshot of the current frontier of statistics and network analysis focuses on the foundational topics of modeling, sampling, and design. Primarily for graduate students and researchers in statistics and closely related fields, emphasis is not only on what has been done, but on what remains to be done.
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Verlag: Springer International Publishing, 2020
ISBN 10: 3030441288 ISBN 13: 9783030441289
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Zustand: New. Presents a fully updated and easily accessible introduction to statistical methods of network analysis and their implementation in RNew edition includes a chapter covering networked experiments and an overhaul to the R code for igraphAc.
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Sprache: Englisch
Verlag: Springer-Nature New York Inc, 2020
ISBN 10: 3030441288 ISBN 13: 9783030441289
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Taschenbuch. Zustand: Neu. Statistical Analysis of Network Data with R | Eric D. Kolaczyk (u. a.) | Taschenbuch | Use R! | xiv | Englisch | 2020 | Springer | EAN 9783030441289 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - The new edition of this book provides an easily accessible introduction to the statistical analysis of network data using R. It has been fully revised and can be used as a stand-alone resource in which multiple R packages are used to illustrate how to conduct a wide range of network analyses, from basic manipulation and visualization, to summary and characterization, to modeling of network data. The central package is igraph, which provides extensive capabilities for studying network graphs in R. The new edition of this book includes an overhaul to recent changes in igraph. The material in this book is organized to flow from descriptive statistical methods to topics centered on modeling and inference with networks, with the latter separated into two sub-areas, corresponding first to the modeling and inference of networks themselves, and then, to processes on networks.The book begins by covering tools for the manipulation of network data. Next, it addresses visualizationand characterization of networks. The book then examines mathematical and statistical network modeling. This is followed by a special case of network modeling wherein the network topology must be inferred. Network processes, both static and dynamic are addressed in the subsequent chapters. The book concludes by featuring chapters on network flows, dynamic networks, and networked experiments. Statistical Analysis of Network Data with R, 2nd Ed. has been written at a level aimed at graduate students and researchers in quantitative disciplines engaged in the statistical analysis of network data, although advanced undergraduates already comfortable with R should find the book fairly accessible as well.
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Zustand: Sehr gut. Zustand: Sehr gut | Seiten: 404 | Sprache: Englisch | Produktart: Bücher | In recent years there has been an explosion of network data ¿ that is, measu- ments that are either of or from a system conceptualized as a network ¿ from se- ingly all corners of science. The combination of an increasingly pervasive interest in scienti c analysis at a systems level and the ever-growing capabilities for hi- throughput data collection in various elds has fueled this trend. Researchers from biology and bioinformatics to physics, from computer science to the information sciences, and from economics to sociology are more and more engaged in the c- lection and statistical analysis of data from a network-centric perspective. Accordingly, the contributions to statistical methods and modeling in this area have come from a similarly broad spectrum of areas, often independently of each other. Many books already have been written addressing network data and network problems in speci c individual disciplines. However, there is at present no single book that provides a modern treatment of a core body of knowledge for statistical analysis of network data that cuts across the various disciplines and is organized rather according to a statistical taxonomy of tasks and techniques. This book seeks to ll that gap and, as such, it aims to contribute to a growing trend in recent years to facilitate the exchange of knowledge across the pre-existing boundaries between those disciplines that play a role in what is coming to be called ¿network science.
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Taschenbuch. Zustand: Neu. Statistical Analysis of Network Data | Methods and Models | Eric D. Kolaczyk | Taschenbuch | xii | Englisch | 2010 | Springer | EAN 9781441927767 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.
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In den WarenkorbPaperback. Zustand: Brand New. 394 pages. 9.25x6.25x1.00 inches. In Stock.