# Identification and Classification of the Most Influential Nodes

## Documentation for package ‘influential’ version 2.3.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

BC | Vertex betweenness centrality
betweenness | Vertex betweenness centrality
centrality.measures | Centrality measures dataset
cent_network.vis | Centrality-based network visualization
CI | Collective Influence (CI)
clusterRank | ClusterRank (CR)
coexpression.adjacency | Adjacency matrix
coexpression.data | Co-expression dataset
collective.influence | Collective Influence (CI)
comp_manipulate | Computational manipulation of cells
cond.prob.analysis | Conditional probability of deviation from means
CPA | Conditional probability of deviation from means
CR | ClusterRank (CR)
DCA | Assessment of innate features and associations of two network centrality measures (dependent and independent)
DCANR | Assessment of innate features and associations of two network centrality measures
DDA | Assembling the differential/regression data
diff_data.assembly | Assembling the differential/regression data
double.cent.assess | Assessment of innate features and associations of two network centrality measures (dependent and independent)
double.cent.assess.noRegression | Assessment of innate features and associations of two network centrality measures
ExIR | Experimental data-based Integrated Ranking
exir | Experimental data-based Integrated Ranking
exir.vis | Visualization of ExIR results
fcor | Fast correlation and mutual rank analysis
h.index | H-index
hubness.score | Hubness score
h_index | H-index
IVI | Integrated Value of Influence (IVI)
ivi | Integrated Value of Influence (IVI)
IVI.FI | Integrated Value of Influence (IVI)
ivi.from.indices | Integrated Value of Influence (IVI)
lh.index | local H-index (LH-index)
lh_index | local H-index (LH-index)
NC | Neighborhood connectivity
neighborhood.connectivity | Neighborhood connectivity
runShinyApp | Run shiny app
sif2igraph | SIF to igraph
SIRIR | SIR-based Influence Ranking
sirir | SIR-based Influence Ranking
spreading.score | Spreading score