Smallworldness
WebCompute the small-worldness index (Humphries & Gurney, 2008) relying on the global transitity of the network (Newman, 2003) and on its average shortest path length. WebThe \ code { lo } and \ code { up } quantiles of the distribution of the random networks are also returned for both the transitivity and the average shortest path length. A network can be said "smallworld" if its \ code { smallworldness } is higher than one ( a stricter rule is \ code { smallworldness } >=3; Humphries & Gurney, 2008).
Smallworldness
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WebR smallworldness -- qgraph. Compute the small-worldness index (Humphries & Gurney, 2008) relying on the global transitity of the network (Newman, 2003) and on its average … WebsmallworldIndex: Small-world index of unweighted graph Description Computes the small-world index of an unweighted graph. When the graph is weighted, weights are removed and every nonzero edge weight is set to 1. Usage smallworldIndex (x) Arguments x A qgraph object. References Watts, D. J., & Strogatz, S. H. (1998).
WebApr 14, 2024 · Big Promise from the Very Small. Release Date: April 14, 2024. Apr 14, 2024. 09:16 am. Dimitri Kusnezov, Ph.D. You may have noticed that we just released a new … WebFeb 23, 2016 · EC and CA1 Form a Significant Small-world Network. Data collected from different rats performing various experimental tasks were used to reconstruct the corresponding functional connectivity graphs.
http://www.sachaepskamp.com/qgraph/reference/smallworldness.html WebFigure 4 A shows the values of the smallworldness index [59] for the different distance functions and four values of the edge density. According to its definition, values of the smallworldness ...
Websmallworldness() samples a large set of graphs with the same degree sequence as the input graph. Some of these will be disconnected, and average.path.length() will return infinity for them. The comment here is no longer valid starting wi...
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