In a deterministic-intensity model, is the instantaneous conditional default rate given survival and is the survival probability. Risk-neutral intensity is calibrated for pricing and can differ from the physical intensity used for forecasting losses. More general stochastic-intensity models condition on the underlying filtration and require joint expectations with discounting and recovery.
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