estimate_alpha: Estimating the attachment exponent of preferential attachment
In mcPAFit: Estimating Preferential Attachment from a Single Network Snapshot by Markov Chain Monte Carlo
Description
Usage
Arguments
Value
Author(s)
References
Examples
Description
This function estimate the attachment exponent of preferential attachment.
Usage
1
estimate_alpha(net, net_type = "directed")
Arguments
net
A three-column matrix containing the network. Each row is an edge.
net_type
String. Indicates the type of the network. Possible values are "directed" or "undirected".
Value
A list containing the estimated attachment exponenet and its standard deviation.
Author(s)
Thong Pham
[email protected]
References
1. Pham, T. and Sheridan, P. and Shimodaira, H. (2015). mcPAFit: Nonparametric Measurement of Preferential Attachment and Fitness from a Single Network Snapshot. Conference on Complex Systems 2015, September 2015, Arizona.
Examples
1
2
3
library("mcPAFit")
data <- simple_net(100)
result <- estimate_alpha(data)
mcPAFit documentation built on May 2, 2019, 11:42 a.m.
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Description Usage Arguments Value Author(s) References Examples
Description
This function estimate the attachment exponent of preferential attachment.
Usage
1 | estimate_alpha(net, net_type = "directed")
|
Arguments
net |
A three-column matrix containing the network. Each row is an edge. |
net_type |
String. Indicates the type of the network. Possible values are |
Value
A list containing the estimated attachment exponenet and its standard deviation.
Author(s)
Thong Pham [email protected]
References
1. Pham, T. and Sheridan, P. and Shimodaira, H. (2015). mcPAFit: Nonparametric Measurement of Preferential Attachment and Fitness from a Single Network Snapshot. Conference on Complex Systems 2015, September 2015, Arizona.
Examples
1 2 3 | library("mcPAFit")
data <- simple_net(100)
result <- estimate_alpha(data)
|
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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