We investigate the common practice of estimating the dependence structure between CDS prices on multi-name credit instruments by the dependence structure of the equity prices of the firms involved. We find convincing evidence that the practice is inappropriate for high-yield instruments and that it may even be flawed for instruments containing only firms within a sector.