Statistical analysis of network data : methods and models / Eric D. Kolaczyk.
Material type:
TextLanguage: English Series: Springer series in statisticsPublication details: New York ; [London] : Springer, c2009. Description: xii, 386 p. : ill. ; 24 cmISBN: 9780387881454 (acidfree paper); 038788145X (acidfree paper)Subject(s): System analysis -- Statistical methods | Analyse de systèmes -- Méthodes statistiquesDDC classification: 519.5 LOC classification: QA402 | .K648 2009Online resources: WorldCat details | Ebook Fulltext | Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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EWU Library E-book | Non-fiction | 519.5 KOS 2009 (Browse shelf(Opens below)) | Not for loan | ||||
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EWU Library Reserve Section | Non-fiction | 519.5 KOS 2009 (Browse shelf(Opens below)) | C-1 | Not For Loan | 26680 |
Includes bibliographical references (p. 347-371) and index.
TOC and Overview.- Preliminaries.- Mapping Networks.- Descriptive Analysis of Network Graph Characteristics.- Sampling and Estimation in Network Graphs.- Models for Network Graphs.- Network Topology Inference.- Modeling and Prediction for Processes on Network Graphs.- Analysis of Network Flow Data.- Graphical Models.
This text provides an up-to-date treatment of the foundations common to the statistical analysis of network data across the disciplines. The material is organized according to a statistical taxonomy, although the presentation entails a conscious balance of concepts versus mathematics.
AS
Tahur Ahmed
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