Credit rating dynamics in the presence of unknown structural breaks

► We propose a stochastic structural break model for credit rating transition. ► We examine structural breaks in S&P500 monthly credit ratings of firms. ► Structural break of rating migrations in different industries has distinct aspects. ► The proposed model shows good out-of-sample forecasting performance.