Bayesian dynamic linear modeling for exploring the impact of recent financial crisis on Japan Credit Default Swap market

► We adopt the dynamic Bayesian linear modeling framework to model the implied default correlations. ► We investigate the effects of recent subprime financial crisis on Japan Credit Default Swap market. ► The result indicates that the magnitude of implied default correlations surged substantially after the outbreak of the subprime crisis.