Statistical Analysis of Network Data with R
  • Author : Eric D. Kolaczyk
  • Release Date : 22 May 2014
  • Publisher : Springer
  • Genre : Computers
  • Pages : 207
  • ISBN 13 : 9781493909834
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Book Description: Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are integral components of network research. As a result, statistical methods play a critical role in network analysis. This book is the first of its kind in network research. It 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. This text builds on Eric D. Kolaczyk’s book Statistical Analysis of Network Data (Springer, 2009).

Statistical Analysis of Network Data with R

Statistical Analysis of Network Data with R

Author : Eric D. Kolaczyk,Gábor Csárdi
Publisher : Springer
Genre : Computers
DOWNLOAD

Networks have permeated everyday life through everyday realities like the Internet, social networks, and viral marketing. As such, network analysis is an important growth area in the quantitative sciences, with roots in social network analysis going back to the 1930s and graph theory going back centuries. Measurement and analysis are ...

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Publisher : STHDA
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Publisher : IGI Global
Genre : Computers
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Understanding the social relations within the fields of business and economics is vital for the promotion of success within a certain organization. Analytics and statistics have taken a prominent role in marketing and management practices as professionals are constantly searching for a competitive advantage. Converging these technological tools with traditional ...

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Publisher : Springer
Genre : Mathematics
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Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way and readers are guided ...

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Publisher : SAGE
Genre : Social Science
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This approachable book introduces network research in R, walking you through every step of doing social network analysis. Drawing together research design, data collection and data analysis, it explains the core concepts of network analysis in a non-technical way. The book balances an easy to follow explanation of the theoretical ...

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Statistical Analysis of Network Data

Statistical Analysis of Network Data

Author : Eric D. Kolaczyk
Publisher : Springer Science & Business Media
Genre : Computers
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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 ...

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Publisher : CRC Press
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Statistical Analysis of Network Data with R

Statistical Analysis of Network Data with R

Author : Eric D. Kolaczyk,Gábor Csárdi
Publisher : Springer Nature
Genre : Computers
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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 ...

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Publisher : Columbia University Press
Genre : Science
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Publisher : John Wiley & Sons
Genre : Medical
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