Statistical Analysis of Network Data Methods and Models /

In the past decade, the study of networks has increased dramatically. Researchers from across the sciences-including biology and bioinformatics, computer science, economics, engineering, mathematics, physics, sociology, and statistics-are more and more involved with the collection and statistical an...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Kolaczyk, Eric D. (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2009.
Edition:1st ed. 2009.
Series:Springer Series in Statistics,
Subjects:
Computer networks .
Probabilities.
Statistics .
System theory.
Data mining.
Bioinformatics.
Computer Communication Networks.
Probability Theory.
Statistical Theory and Methods.
Complex Systems.
Data Mining and Knowledge Discovery.
Online Access:Texto Completo
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.

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