Distributional Measure of Correlation

Description

This is a suggested by Dror Feitelson measure of correlation for dependent variables, that may be successfully used to examine the datasets from a High Performance Cluster logs

Usage

DMC(X, Y)

Arguments

Value

One value between -1 and 1, characterizing the dependence between the variables

Author(s)

Alexander Rumyantsev (Institute of Applied Mathematical Research, Karelian Research Centre, RAS)

References

http://interstat.statjournals.net/YEAR/2004/abstracts/0412001.php?Name=412001

Examples

data(HPC_KRC)
DMC(HPC_KRC$service[1:1000], HPC_KRC$cores_requested[1:1000])

Results