localClusteringCoefficient: Calculate the local clustering coefficient
In networkABC: Network Reverse Engineering with Approximate Bayesian Computation
View source: R/localClusteringCoefficient.R
localClusteringCoefficient R Documentation
Calculate the local clustering coefficient
Description
Calculate the local clustering coefficient for each node in an adjacency matrix. The clustering coefficient is defined as the proportion of existing connections from the total possible (Watts and Strogatz, 1998).
Usage
localClusteringCoefficient(adj)
Arguments
adj
An adjacency matrix. Calculating the clustering coefficient only makes sense if some connections are zero i.e. no connection.
Value
A vector of local clustering coefficients for each node/gene of the adjacency matrix.
Author(s)
Nathan S. Watson-Haigh
References
D.J. Watts and S.H. Strogatz. (1998) Collective dynamics of 'small-world' networks. Nature. 393(6684). 440-442.
See Also
clusteringCoefficient
Examples
localClusteringCoefficient(network_gen(50,.33)$network)
networkABC documentation built on Oct. 19, 2022, 1:08 a.m.
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View source: R/localClusteringCoefficient.R
| localClusteringCoefficient | R Documentation |
Calculate the local clustering coefficient
Description
Calculate the local clustering coefficient for each node in an adjacency matrix. The clustering coefficient is defined as the proportion of existing connections from the total possible (Watts and Strogatz, 1998).
Usage
localClusteringCoefficient(adj)
Arguments
adj |
An adjacency matrix. Calculating the clustering coefficient only makes sense if some connections are zero i.e. no connection. |
Value
A vector of local clustering coefficients for each node/gene of the adjacency matrix.
Author(s)
Nathan S. Watson-Haigh
References
D.J. Watts and S.H. Strogatz. (1998) Collective dynamics of 'small-world' networks. Nature. 393(6684). 440-442.
See Also
clusteringCoefficient
Examples
localClusteringCoefficient(network_gen(50,.33)$network)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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