Statistical analysis of network data with R / (Record no. 6101)

MARC details
000 -LEADER
fixed length control field 02920cam a2200433 i 4500
001 - CONTROL NUMBER
control field 18087732
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240123132707.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 140331t20142014nyua b 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2014936989
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783030441289 (pbk. : alk. paper)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn875239498
040 ## - CATALOGING SOURCE
Original cataloging agency YDXCP
Language of cataloging eng
Transcribing agency IIMV
Description conventions rda
Modifying agency BTCTA
-- OCLCO
-- MUU
-- RCE
-- OCLCF
-- DLC
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA402
Item number .K6483 2014
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 003.015195
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kolaczyk, Eric D.
9 (RLIN) 33051
245 10 - TITLE STATEMENT
Title Statistical analysis of network data with R /
Statement of responsibility, etc. Eric D. Kolaczyk, Gábor Csárdi.
264 #1 - 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]
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2014
300 ## - PHYSICAL DESCRIPTION
Extent xiii, 228 pages :
Other physical details illustrations (some color) ;
Dimensions 24 cm.
336 ## - CONTENT TYPE
Content type term text
Content type code txt
Source rdacontent
337 ## - MEDIA TYPE
Media type term unmediated
Media type code n
Source rdamedia
338 ## - CARRIER TYPE
Carrier type term volume
Carrier type code nc
Source rdacarrier
490 1# - SERIES STATEMENT
Series statement Use R!
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references (225-228) and index
505 0# - 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 3# - 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 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element System analysis
General subdivision Statistical methods.
9 (RLIN) 33052
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element R (Computer program language)
650 12 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data Interpretation, Statistical.
9 (RLIN) 14554
650 #7 - 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 #7 - 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
9 (RLIN) 33053
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Csárdi, Gábor.
9 (RLIN) 33054
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Use R!
9 (RLIN) 32174
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c copycat
d 2
e epcn
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g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Total Checkouts Total Renewals Full call number Barcode Date last seen Date last checked out Cost, replacement price Price effective from Koha item type
    Dewey Decimal Classification     Indian Institute of Management Visakhapatnam Indian Institute of Management Visakhapatnam 01/23/2024 1 1 003.015195 001833 06/06/2024 01/25/2024 6642.05 01/23/2024 Book

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