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Multivariate Methods > Cluster Variables > The Variable Clustering Report > Cluster Members
Publication date: 05/05/2023

Cluster Members

In the Variable Clustering report, the Cluster Members table i contains the following columns:

Cluster

The cluster identifier.

Members

The variables included in the cluster.

RSquare with Own Cluster

The squared correlation of the variable with its cluster component.

RSquare with Next Closest

The squared correlation of the variable with the cluster component for its next closest cluster. The next closest cluster is the cluster for which the squared correlation of the variable with the cluster component is the second highest.

1 - RSquare Ratio

A measure of the relative closeness between the cluster to which a variable belongs and its next closest cluster. It is defined as follows:

(1 - RSquare with Own Cluster)/(1 - RSquare with Next Closest)

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