MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02622cam a2200313 i 4500 |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20260112063322.0 |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
|---|
| LC control number |
2014-936989 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781493909827 (pbk. : alk. paper) |
| 039 ## - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] |
|---|
| Level of rules in bibliographic description |
202110061021 |
| Level of effort used to assign nonsubject heading access points |
staff |
| Level of effort used to assign subject headings |
201508172059 |
| Level of effort used to assign classification |
staff |
| Level of effort used to assign subject headings |
201505221620 |
| Level of effort used to assign classification |
staff |
| Level of effort used to assign subject headings |
201505191553 |
| Level of effort used to assign classification |
staff |
| -- |
201505191548 |
| -- |
staff |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
003 |
| Item number |
KOL [ Shelf 73 ] |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Kolaczyk, Eric D. |
| 245 ## - TITLE STATEMENT |
|---|
| Title |
Statistical analysis of network data with R / |
| Statement of responsibility, etc. |
Eric D. Kolaczyk, Gabor Csardi |
| 264 ## - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
New York : |
| Name of producer, publisher, distributor, manufacturer |
Springer, |
| Date of production, publication, distribution, manufacture, or copyright notice |
[2014] |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
xiii, 207 pages : |
| Other physical details |
illustrations (some color) ; |
| Dimensions |
24 cm. |
| 490 ## - SERIES STATEMENT |
|---|
| Series statement |
Use R! |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (197-204) and index |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
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. |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
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).-- |
| Assigning source |
Source other than Library of Congress. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
System analysis |
| General subdivision |
Statistical methods. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Data Interpretation, Statistical. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
R (Computer program language) |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01086207 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
System analysis |
| General subdivision |
Statistical methods. |
| Source of heading or term |
fast |
| Authority record control number or standard number |
(OCoLC)fst01141397 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Csardi, Gabor. |
| 830 ## - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Use R! |
| 991 ## - |
|---|
| -- |
VIRTUA40 |
| 991 ## - |
|---|
| -- |
VTLSSORT0080*0100*0200*0820*1000*2450*2640*3000*4900*5040*5050*5200*6500*6501*6502*6503*6504*7000*8300*9992 |
| 909 ## - |
|---|
| -- |
5318 |
