hopkins

Calculate Hopkins statistic of given data.

Calculate some statistics aiming to help analyzing the clustering tendency of given data. In the first version, Hopkins statistic is implemented. See Hopkins and Skellam (1954) <doi:10.1093/oxfordjournals.aob.a083391>.

Kevin Wright

clustertend

Check the Clustering Tendency

Luo YiLan

Zeng RuTong

hopkins function

<dl><dt>X</dt>
<dd>Data (matrix or data.frame) to check clusterability.</dd>
<dt>n</dt>
<dd>The number of rows to sample from X. The default is 1/10th the number of rows of X.</dd></dl>

Arguments

Kevin Wright, Luo YiLan, Zeng RuTong.

Author

Calculate Hopkins statistic. — hopkins

<dl>

<dt>X</dt>
<dd>Data (matrix or data.frame) to check clusterability.</dd>


<dt>n</dt>
<dd>The number of rows to sample from X. The default is 1/10th the number of rows of X.</dd>

</dl>

hopkins: Calculate Hopkins statistic.

Description

Usage

Value

Arguments

Author

Details

References

Examples