For many probability of defaults models in credit risk it is needed to use data observed from a "full" business cycles. Usually a business cycle is defined as a recurring (not necessarily periodic) economic cycle of recession and expansion.
My question now is pretty general but maybe there is some knowledge of it. Are there any available methods to compensate if not a full business cycle is observed? And how can one tell if a full business cycle is observed? Thanks for any help!