equivalence  R Documentation 
These functions combine an appropriate _census()
function
together with methods for calculating the hierarchical clusters
provided by a certain distance calculation.
node_equivalence()
assigns nodes membership based on their equivalence
with respective to some census/class.
The following functions call this function, together with an appropriate census.
node_structural_equivalence()
assigns nodes membership based on their
having equivalent ties to the same other nodes.
node_regular_equivalence()
assigns nodes membership based on their
having equivalent patterns of ties.
node_automorphic_equivalence()
assigns nodes membership based on their
having equivalent distances to other nodes.
A plot()
method exists for investigating the dendrogram
of the hierarchical cluster and showing the returned cluster
assignment.
node_equivalence(
.data,
census,
k = c("silhouette", "elbow", "strict"),
cluster = c("hierarchical", "concor"),
distance = c("euclidean", "maximum", "manhattan", "canberra", "binary", "minkowski"),
range = 8L
)
node_structural_equivalence(
.data,
k = c("silhouette", "elbow", "strict"),
cluster = c("hierarchical", "concor"),
distance = c("euclidean", "maximum", "manhattan", "canberra", "binary", "minkowski"),
range = 8L
)
node_regular_equivalence(
.data,
k = c("silhouette", "elbow", "strict"),
cluster = c("hierarchical", "concor"),
distance = c("euclidean", "maximum", "manhattan", "canberra", "binary", "minkowski"),
range = 8L
)
node_automorphic_equivalence(
.data,
k = c("silhouette", "elbow", "strict"),
cluster = c("hierarchical", "concor"),
distance = c("euclidean", "maximum", "manhattan", "canberra", "binary", "minkowski"),
range = 8L
)
.data 
An object of a

census 
A matrix returned by a 
k 
Typically a character string indicating which method
should be used to select the number of clusters to return.
By default 
cluster 
Character string indicating whether clusters should be
clustered hierarchically ( 
distance 
Character string indicating which distance metric
to pass on to 
range 
Integer indicating the maximum number of (k) clusters
to evaluate.
Ignored when 
https://github.com/aslez/concoR
Other memberships:
cliques
,
community
,
components()
,
core
(nse < node_structural_equivalence(mpn_elite_usa_advice))
plot(nse)
(nre < node_regular_equivalence(mpn_elite_usa_advice,
cluster = "concor"))
plot(nre)
(nae < node_automorphic_equivalence(mpn_elite_usa_advice,
k = "elbow"))
plot(nae)
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