impact: Node Impact
In AlexChristensen/NetworkToolbox: Methods and Measures for Brain, Cognitive, and Psychometric Network Analysis
impact R Documentation
Node Impact
Description
Computes impact measure or how much the average distance in the
network changes with that node removed of each node in a network
(Please see and cite Kenett et al., 2011)
Usage
impact(A)
Arguments
A
An adjacency matrix of network data
Value
A vector of node impact values for each node in the network
(impact > 0, greater ASPL when node is removed; impact < 0,
lower ASPL when node is removed)
Author(s)
Alexander Christensen <alexpaulchristensen@gmail.com>
References
Cotter, K. N., Christensen, A. P., & Silvia, P. J. (in press).
Understanding inner music: A dimensional approach to musical imagery.
Psychology of Aesthetics, Creativity, and the Arts.
Kenett, Y. N., Kenett, D. Y., Ben-Jacob, E., & Faust, M. (2011).
Global and local features of semantic networks: Evidence from the Hebrew mental lexicon.
PLoS one, 6, e23912.
Examples
# normal set to FALSE for CRAN tests
A <- TMFG(neoOpen, normal = FALSE)$A
nodeimpact <- impact(A)
AlexChristensen/NetworkToolbox documentation built on March 6, 2023, 5:08 p.m.
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| impact | R Documentation |
Node Impact
Description
Computes impact measure or how much the average distance in the network changes with that node removed of each node in a network (Please see and cite Kenett et al., 2011)
Usage
impact(A)
Arguments
A |
An adjacency matrix of network data |
Value
A vector of node impact values for each node in the network (impact > 0, greater ASPL when node is removed; impact < 0, lower ASPL when node is removed)
Author(s)
Alexander Christensen <alexpaulchristensen@gmail.com>
References
Cotter, K. N., Christensen, A. P., & Silvia, P. J. (in press). Understanding inner music: A dimensional approach to musical imagery. Psychology of Aesthetics, Creativity, and the Arts.
Kenett, Y. N., Kenett, D. Y., Ben-Jacob, E., & Faust, M. (2011). Global and local features of semantic networks: Evidence from the Hebrew mental lexicon. PLoS one, 6, e23912.
Examples
# normal set to FALSE for CRAN tests A <- TMFG(neoOpen, normal = FALSE)$A nodeimpact <- impact(A)
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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