"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.
Agglomerative Nesting (AGNES) Object
Agglomerative Nesting (Hierarchical Clustering)
Plot Banner (of Hierarchical Clustering)
Clustering Large Applications (CLARA) Object
Clustering Large Applications
Gap Statistic for Estimating the Number of Clusters
Bivariate Cluster Plot (clusplot) Default Method
Bivariate Cluster Plot (of a Partitioning Object)
Internal cluster functions
Agglomerative / Divisive Coefficient for 'hclust' Objects
Dissimilarity Matrix Calculation
DIvisive ANAlysis Clustering
Dissimilarity Matrix Object
Compute the Ellipsoid Hull or Spanning Ellipsoid of a Point Set
Fuzzy Analysis (FANNY) Object
Fuzzy Analysis Clustering
Permute Indices for Triangular Matrices
Compute pam-consistent Medoids from Clustering
Monothetic Analysis (MONA) Object
MONothetic Analysis Clustering of Binary Variables
Partitioning Around Medoids (PAM) Object
Partitioning Around Medoids
Partitioning Object
Plots of an Agglomerative Hierarchical Clustering
Plots of a Divisive Hierarchical Clustering
Banner of Monothetic Divisive Hierarchical Clusterings
Plot of a Partition of the Data Set
Plot Clustering Tree of a Hierarchical Clustering
Predict Method for Ellipsoid Objects
Print Method for AGNES Objects
Print Method for CLARA Objects
Print Method for DIANA Objects
Print and Summary Methods for Dissimilarity Objects
Print and Summary Methods for FANNY Objects
Print Method for MONA Objects
Print Method for PAM Objects
Compute or Extract Silhouette Information from Clustering
Sample Size of Dissimilarity Like Object
Summary Method for 'agnes' Objects
Summary Method for 'clara' Objects
Summary Method for 'diana' Objects
Summary Method for 'mona' Objects
Summary Method for PAM Objects
Hierarchical Clustering Object
Compute the Volume (of an Ellipsoid)
Methods for Cluster analysis. Much extended the original from Peter Rousseeuw, Anja Struyf and Mia Hubert, based on Kaufman and Rousseeuw (1990) "Finding Groups in Data".