MARC details
| 000 -LEADER |
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| fixed length control field |
04100nam a2200541 a 4500 |
| 001 - CONTROL NUMBER |
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| control field |
612200000005 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m e d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
100302s2010 maua fsab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781601983213 (electronic) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781601983206 (print) |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.1561/2200000005 |
| Source of number or code |
doi |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNvSL |
| Transcribing agency |
CaBNvSL |
| Modifying agency |
CaBNvSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
TK5105.5 |
| Item number |
.S877 2010 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA402 |
| Item number |
.S877 2010 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
004.6 |
| Edition number |
22 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNvSL)slc00223919 |
| 245 02 - TITLE STATEMENT |
|---|
| Title |
A survey of statistical network models |
| Medium |
[electronic resource] / |
| Statement of responsibility, etc. |
Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg and Edoardo M. Airoldi. |
| 246 30 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Statistical network models. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc. |
Hanover, Mass. : |
| Name of publisher, distributor, etc. |
Now Publishers, |
| Date of publication, distribution, etc. |
c2010. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 electronic text (p. [129]-233 : ill. (some col.)) : |
| Other physical details |
digital file. |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Foundations and trends in machine learning, |
| International Standard Serial Number |
1935-8245 ; |
| Volume/sequential designation |
v. 2, issue 2, p. 129-233 |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Title from PDF (viewed on March 2, 2010). |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (p. 212-233). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction -- 2. Motivation and data-set examples -- 3. Static network models -- 4. Dynamic models for longitudinal data -- 5. Issues in network modeling -- 6. Summary -- Acknowledgments -- References. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google Scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google Book Search |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Scopus |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
ACM Computing Guide |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
DBPLP Computer Science Bibliography |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Zentralblatt MATH Database |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
AMS MathSciNet |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
ACM Computing Reviews |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc. |
Networks are ubiquitous in science and have become a focal point for discussion in everyday life. Formal statistical models for the analysis of network data have emerged as a major topic of interest in diverse areas of study, and most of these involve a form of graphical representation. Probability models on graphs date back to 1959. Along with empirical studies in social psychology and sociology from the 1960s, these early works generated an active "network community" and a substantial literature in the 1970s. This effort moved into the statistical literature in the late 1970s and 1980s, and the past decade has seen a burgeoning network literature in statistical physics and computer science. The growth of the World Wide Web and the emergence of online "networking communities" such as Facebook, MySpace, and LinkedIn, and a host of more specialized professional network communities has intensified interest in the study of networks and network data. Our goal in this review is to provide the reader with an entry point to this burgeoning literature. We begin with an overview of the historical development of statistical network modeling and then we introduce a number of examples that have been studied in the network literature. Our subsequent discussion focuses on a number of prominent static and dynamic network models and their interconnections. We emphasize formal model descriptions, and pay special attention to the interpretation of parameters and their estimation. We end with a description of some open problems and challenges for machine learning and statistics. |
| 524 ## - PREFERRED CITATION OF DESCRIBED MATERIALS NOTE |
|---|
| Preferred citation of described materials note |
Anna Goldenberg, Alice X. Zheng, Stephen E. Fienberg and Edoardo M. Airoldi (2009) "A Survey of Statistical Network Models", Foundations and Trends in Machine Learning: Vol. 2: No 2, pp 129-233. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer networks |
| General subdivision |
Statistical methods. |
| 9 (RLIN) |
24949 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Network computers |
| General subdivision |
Statistical methods. |
| 9 (RLIN) |
24948 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
System analysis |
| General subdivision |
Statistical methods. |
| 9 (RLIN) |
95613 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics. |
| 9 (RLIN) |
2712 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Goldenberg, Anna. |
| 9 (RLIN) |
95614 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Foundations and trends in machine learning (Online), |
| International Standard Serial Number |
1935-8245 ; |
| Volume number/sequential designation |
v. 2, issue 2, p. 129-233. |
| 9 (RLIN) |
95615 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to full text: |
| Uniform Resource Identifier |
<a href="http://dx.doi.org/10.1561/2200000005">http://dx.doi.org/10.1561/2200000005</a> |