Low frequency boom and bust cycles appear in markets when Bayesian inference is employed, a paper published last Thursday by the Bank of Japan finds.

Investors adopt a rational strategy to maximise utility but retain "subjective priors" about the asset return process, and the authors allow these opinions to differ fractionally from prior expectations in setting up their model. The authors then update investors' beliefs on returns in accordance with Bayesian reasoning. Doing this "gives rise to a