The distinction between systematic and idiosyncratic risk is an integral part of the canon of corporate finance. The simple capital asset pricing model (CAPM) is perhaps its best known form. Idiosyncratic risk is readily diversified, leaving the investor exposed to systematic risk, the non diversifable component. But firms have different sensitivities to systematic risk, and systematic risk itself may be multi-dimensional with distinct risk types originating in specific industries, sectors or regions. In general, the potential for portfolio diversification then is driven broadly by these two characteristics: the degree to which systematic risk factors are correlated with each other and the degree of dependence of individual firms on different risk factors.
Although this paradigm has been developed for the analysis of risk in liquid market assets, it is nevertheless relevant to an investor in less liquid credit assets where obligor default is an event of particular interest. Models of the joint distribution of losses from a portfolio of credit assets form the cornerstone for a variety of applications in finance, from credit risk management to the pricing of credit assets such as CDOs (collateralized debt obligations) and credit derivatives. Credit risk analysis introduces another source of heterogeneity, namely the default threshold. This may vary across firms due, for instance, to different capital structures, and across countries because of, say, different bankruptcy laws.