Can bubble theory foresee banking crises

•In hindsight, leveraged bubbles often precede financial crises.•Timely detection of vulnerabilities enables efficient macroprudential action.•The bubble behavior can be detected from behavior of relevant time series.•Exuberance indicators provide policy-relevant information about the bubble build-up.•Indebtedness, debt-burden and housing variables convey the most useful information.