Bayesian analysis of time-varying parameter vector autoregressive model for the Japanese economy and monetary policy

► This paper analyzes the TVP-VAR model for the Japanese economy and monetary policy. ► The parameters and marginal likelihood are estimated using MCMC. ► The empirical results reveals the time-varying structure of the Japanese economy. ► The marginal likelihoods show that the TVP-VAR model best fits the Japanese economy.