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New method to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks
by
Duan, Wen-qi
, Yang, Bo
, Chen, Zhong
in
Cluster analysis
/ Clustering
/ Exponents
/ Goodness of fit
/ Graphical methods
/ Networks
/ Power law
/ Statistical tests
2006
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New method to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks
by
Duan, Wen-qi
, Yang, Bo
, Chen, Zhong
in
Cluster analysis
/ Clustering
/ Exponents
/ Goodness of fit
/ Graphical methods
/ Networks
/ Power law
/ Statistical tests
2006
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Do you wish to request the book?
New method to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks
by
Duan, Wen-qi
, Yang, Bo
, Chen, Zhong
in
Cluster analysis
/ Clustering
/ Exponents
/ Goodness of fit
/ Graphical methods
/ Networks
/ Power law
/ Statistical tests
2006
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New method to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks
Journal Article
New method to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks
2006
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Overview
A new method and corresponding numerical procedure are introduced to estimate scaling exponents of power-law degree distribution and hierarchical clustering function for complex networks. This method can overcome the biased and inaccurate faults of graphical linear fitting methods commonly used in current network research. Furthermore, it is verified to have higher goodness-of-fit than graphical methods by comparing the KS (Kolmogorov-Smirnov) test statistics for 10 CNN (Connecting Nearest-Neighbor) networks.
Publisher
Springer Nature B.V
Subject
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