Associations with no partial similarity

These symmetrical measures are appropriate when no partial similarities can be derived from variable values, that is:

The "Sn" notation was adopted by Legendre and Legendre (1998) and is reproduced below to assist cross-referencing.

Other coefficients derived from those above are noted by Legendre and Legendre (1998). As always, consider what kind of distances are suitable for your questions and analysis prior to selecting a measure or searching further. 

References