Monitoring Systemic Risk Basedon Dynamic Thresholds

June 1, 2012

Preview Citation

Format: Chicago

Kasper Lund-Jensen. Monitoring Systemic Risk Basedon Dynamic Thresholds, (USA: International Monetary Fund, 2012) accessed November 23, 2024

Disclaimer: This Working Paper should not be reported as representing the views of the IMF.The views expressed in this Working Paper are those of the author(s) and do not necessarily represent those of the IMF or IMF policy. Working Papers describe research in progress by the author(s) and are published to elicit comments and to further debate

Summary

Successful implementation of macroprudential policy is contingent on the ability to identify and estimate systemic risk in real time. In this paper, systemic risk is defined as the conditional probability of a systemic banking crisis and this conditional probability is modeled in a fixed effect binary response model framework. The model structure is dynamic and is designed for monitoring as the systemic risk forecasts only depend on data that are available in real time. Several risk factors are identified and it is hereby shown that the level of systemic risk contains a predictable component which varies through time. Furthermore, it is shown how the systemic risk forecasts map into crisis signals and how policy thresholds are derived in this framework. Finally, in an out-of-sample exercise, it is shown that the systemic risk estimates provided reliable early warning signals ahead of the recent financial crisis for several economies.

Subject: Banking, Commercial banks, Financial crises, Financial institutions, Financial sector policy and analysis, Foreign exchange, Real effective exchange rates, Systemic crises, Systemic risk, Systemic risk assessment

Keywords: Africa, Banking sector leverage, Commercial banks, Credit-to-GDP gap, Credit-to-GDP growth, Equity price growth, Financial Stability, Global, Macroprudential Policy, Real effective exchange rates, Risk factor, Systemic crises, Systemic Risk, Systemic risk assessment, WP

Publication Details

Pages:

36
Volume:

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DOI:

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Issue:

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Series:

Working Paper No. 2012/159
Stock No:

WPIEA2012159
ISBN:

9781475504576
ISSN:

1018-5941

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