Online Public Access Catalogue (OPAC)
Library,Documentation and Information Science Division

“A research journal serves that narrow

borderland which separates the known from the unknown”

-P.C.Mahalanobis


Image from Google Jackets

Statistical analysis of network data with R / Eric D. Kolaczyk and Gabor Csardi.

By: Contributor(s): Material type: TextTextSeries: Use R!Publication details: New York : Springer, 2014.Description: xiii, 207 p. : illustrations (some color) ; 24 cmISBN:
  • 9781493909827 (pbk. : alk. paper)
Subject(s): DDC classification:
  • 000SB:003 23 K81
Contents:
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-- References-- Index.
Summary: 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.
Tags from this library: No tags from this library for this title. Log in to add tags.
Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SB:003 K81 (Browse shelf(Opens below)) Available 136200
Total holds: 0

Includes bibliographical references (197-204) and index

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--
References--
Index.

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.

There are no comments on this title.

to post a comment.
Library, Documentation and Information Science Division, Indian Statistical Institute, 203 B T Road, Kolkata 700108, INDIA
Phone no. 91-33-2575 2100, Fax no. 91-33-2578 1412, ksatpathy@isical.ac.in