Hinnerk , the arguments Colv and Rowv allow you to specify your own ordering on a different variable, I have done this on a phenotypic variable and seems to work very well, what exactly are you not happy about? Do you need a multivariate ranking procedure? Susan Holmes Statistics Stanford