This paper employs econometric tests of rational bubbles to identify housing bubbles, especially during the COVID-19 pandemic. It then examines monetary policy impacts on housing bubbles through a hierarchical Bayesian framework. The S&P/Case-Shiller U.S. national home price adjusted by rental...