# "Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.

## Documentation for package ‘cluster’ version 2.1.6

- DESCRIPTION file.
- Package NEWS.

## Help Pages

agnes | Agglomerative Nesting (Hierarchical Clustering)
agnes.object | Agglomerative Nesting (AGNES) Object
agriculture | European Union Agricultural Workforces
animals | Attributes of Animals
bannerplot | Plot Banner (of Hierarchical Clustering)
chorSub | Subset of C-horizon of Kola Data
clara | Clustering Large Applications
clara.object | Clustering Large Applications (CLARA) Object
clusGap | Gap Statistic for Estimating the Number of Clusters
clusplot | Bivariate Cluster Plot (of a Partitioning Object)
clusplot.default | Bivariate Cluster Plot (clusplot) Default Method
clusplot.partition | Bivariate Cluster Plot (of a Partitioning Object)
coef.hclust | Agglomerative / Divisive Coefficient for 'hclust' Objects
coef.twins | Agglomerative / Divisive Coefficient for 'hclust' Objects
coefHier | Agglomerative / Divisive Coefficient for 'hclust' Objects
daisy | Dissimilarity Matrix Calculation
diana | DIvisive ANAlysis Clustering
diana.object | DIvisive ANAlysis Clustering
dissimilarity.object | Dissimilarity Matrix Object
ellipsoidhull | Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
ellipsoidPoints | Predict Method for Ellipsoid Objects
fanny | Fuzzy Analysis Clustering
fanny.object | Fuzzy Analysis (FANNY) Object
flower | Flower Characteristics
lower.to.upper.tri.inds | Permute Indices for Triangular Matrices
maxSE | Gap Statistic for Estimating the Number of Clusters
medoids | Compute 'pam'-consistent Medoids from Clustering
mona | MONothetic Analysis Clustering of Binary Variables
mona.object | Monothetic Analysis (MONA) Object
pam | Partitioning Around Medoids
pam.object | Partitioning Around Medoids (PAM) Object
partition | Partitioning Object
partition.object | Partitioning Object
plantTraits | Plant Species Traits Data
plot.agnes | Plots of an Agglomerative Hierarchical Clustering
plot.clusGap | Gap Statistic for Estimating the Number of Clusters
plot.diana | Plots of a Divisive Hierarchical Clustering
plot.mona | Banner of Monothetic Divisive Hierarchical Clusterings
plot.partition | Plot of a Partition of the Data Set
plot.silhouette | Compute or Extract Silhouette Information from Clustering
pltree | Plot Clustering Tree of a Hierarchical Clustering
pltree.twins | Plot Clustering Tree of a Hierarchical Clustering
pluton | Isotopic Composition Plutonium Batches
predict.ellipsoid | Predict Method for Ellipsoid Objects
print.agnes | Print Method for AGNES Objects
print.clara | Print Method for CLARA Objects
print.clusGap | Gap Statistic for Estimating the Number of Clusters
print.diana | Print Method for DIANA Objects
print.dissimilarity | Print and Summary Methods for Dissimilarity Objects
print.ellipsoid | Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
print.fanny | Print and Summary Methods for FANNY Objects
print.mona | Print Method for MONA Objects
print.pam | Print Method for PAM Objects
print.summary.agnes | Summary Method for 'agnes' Objects
print.summary.clara | Summary Method for 'clara' Objects
print.summary.diana | Summary Method for 'diana' Objects
print.summary.dissimilarity | Print and Summary Methods for Dissimilarity Objects
print.summary.fanny | Print and Summary Methods for FANNY Objects
print.summary.mona | Summary Method for 'mona' Objects
print.summary.pam | Summary Method for PAM Objects
print.summary.silhouette | Compute or Extract Silhouette Information from Clustering
ruspini | Ruspini Data
silhouette | Compute or Extract Silhouette Information from Clustering
silhouette.clara | Compute or Extract Silhouette Information from Clustering
silhouette.default | Compute or Extract Silhouette Information from Clustering
silhouette.partition | Compute or Extract Silhouette Information from Clustering
sizeDiss | Sample Size of Dissimilarity Like Object
sortSilhouette | Compute or Extract Silhouette Information from Clustering
summary.agnes | Summary Method for 'agnes' Objects
summary.clara | Summary Method for 'clara' Objects
summary.diana | Summary Method for 'diana' Objects
summary.dissimilarity | Print and Summary Methods for Dissimilarity Objects
summary.fanny | Print and Summary Methods for FANNY Objects
summary.mona | Summary Method for 'mona' Objects
summary.pam | Summary Method for PAM Objects
summary.silhouette | Compute or Extract Silhouette Information from Clustering
twins | Hierarchical Clustering Object
twins.object | Hierarchical Clustering Object
upper.to.lower.tri.inds | Permute Indices for Triangular Matrices
volume | Compute the Volume (of an Ellipsoid)
volume.ellipsoid | Compute the Volume (of an Ellipsoid)
votes.repub | Votes for Republican Candidate in Presidential Elections
xclara | Bivariate Data Set with 3 Clusters