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Networks have permeated regularly life by approach of regularly realities identical to the Net, social networks, and viral promoting. As such, network analysis is an important progress area inside the quantitative sciences, with roots in social network analysis going once more to the Nineteen Thirties and graph idea going once more centuries. Measurement and analysis are integral parts of network evaluation. In consequence, statistical methods play a important place in network analysis. This book is the first of its type in network evaluation. It might be used as a stand-alone helpful useful resource throughout which a quantity of R packages are used for instance one of the simplest ways to conduct a spread of network analyses, from main manipulation and visualization, to summary and characterization, to modeling of network data. The central package deal deal is igraph, which provides in depth capabilities for studying network graphs in R. This textual content material builds on Eric D. Kolaczyk’s book Statistical Analysis of Network Data (Springer, 2009).
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