Introduction.- Macroprudential Oversight.- Macroprudential Data.- Data and Dimension Reduction.- Data-Dimension Reductions: A Comparison.- Extending the SOM.- Self-Organizing Financial Stability Map (SOFSM).- Exploiting the SOFSM.- Decomposing Financial Crises with SOTMs.- Conclusions, Limitations and the Future.
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