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J. Kakes and G. J. Schinasi (2004), ‘A Framework for Safeguarding Financial Stability’, IMF Working Paper, 101. International Monetary Fund (2001), Macroprudential Analysis: Selected Aspects Background Paper, Washington DC. Padoa-Schioppa, T. (2003), Central Bank and Financial Stability, Remarks at the Bank of Indonesia, Jakarta. Schinasi, G. J. (2003), ‘Responsibility of Central Banks for Stability in Financial Markets’, IMF Working Paper, 121. (2005), ‘Preserving Financial Stability’, International Monetary Fund Economic Issues, 36.

Also, the datasets used in the simulations are generally richer and the possibility to break the impact of a given shock into several sub-portfolios makes the results more realistic. Since single institutions have a comparative advantage in terms of data availability, the use of their own data and internal models helps optimise the information flows and enhances the quality of the results (IMF and World Bank, 2005). However, the cross-section comparability of bottomup stress tests may be seriously impaired since each intermediary will likely employ different methodologies and modelling assumptions, making the aggregation less meaningful.

2 The integrated use of micro and macroeconomic information, the development of stress-testing exercises and the analysis of the structural and institutional framework are increasingly regarded as useful tools to identify the determinants of financial instability. 2 Evans et al. (2000). 12 Fundamentals Therefore, the analysis is based on a continuous process of information gathering, technical analysis and on-going monitoring of the main developments that may threaten the health of the financial system.

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