عنوان

Statistical analysis of network data with R

(Number (ISBN

9781493909827 (pbk. : alk. paper)

Number

41119

.Language of Text, Soundtrack etc

eng

Title Proper

Statistical analysis of network data with R

First Statement of Responsibility

/ Eric D. Kolaczyk, Gaabor Csaardi

Place of Publication, Distribution, etc.

New york

Name of Publisher, Distributor, etc.

: Springer

Date of Publication, Distribution, etc.

, 2014.

Specific Material Designation and Extent of Item

xiii, 207 pages

Other Physical Details

: illustrations (some color)

Dimensions

; 24 cm.

Series Title

(Use R!)

Text of Note

Language: انگلیسی

Text of Note

Print

Text of Note

Includes bibliographical references (197-204) and index

Text of Note

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).--Source other than Library of Congress. 1. Introduction -- 2. Manipulating network data -- 3. Visualizing network data -- 4. Descriptive analysis of network graph characteristics -- 5. Mathematical models for network graphs -- 6. Statistical models for network graphs -- 7. Network topology inference -- 8. Modeling and prediction for processes on network graphs -- 9. Analysis of network flow data -- 10. Dynamic networks.

Title

Use R!

Entry Element

System analysis--Statistical methods

Entry Element

R (Computer program language)

Entry Element

Data Interpretation, Statistical

Entry Element

R (Computer program language)--fast--(OCoLC)fst01086207

Entry Element

System analysis--Statistical methods.--fast--(OCoLC)fst01141397

Number

Kolaczyk, Eric D

Csaardi, Gaabor

old catalog