Statistical analysis of network data : methods and models / Eric D. Kolaczyk.
By: Kolaczyk, Eric D
Material type: 


Item type | Current location | 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) | Not for loan | ||||
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EWU Library Reserve Section | Non-fiction | 519.5 KOS 2009 (Browse shelf) | C-1 | Not For Loan | 26680 |
Includes bibliographical references (p. 347-371) and index.
Table of contents 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.
Applied Statistics
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