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A new heuristic measure of fragility and tail risks : application to stress testing /

This paper presents a simple heuristic measure of tail risk, which is applied to individual bank stress tests and to public debt. Stress testing can be seen as a first order test of the level of potential negative outcomes in response to tail shocks. However, the results of stress testing can be mis...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Taleb, Nassim Nicholas, 1960- (Autor)
Autor Corporativo: International Monetary Fund. Monetary and Capital Markets Department
Formato: Electrónico eBook
Idioma:Inglés
Publicado: [Washington, D.C.] : International Monetary Fund, ©2012.
Colección:IMF working paper ; WP/12/216.
Temas:
Acceso en línea:Texto completo

MARC

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245 0 2 |a A new heuristic measure of fragility and tail risks :  |b application to stress testing /  |c prepared by Nassim N. Taleb [and others]. 
260 |a [Washington, D.C.] :  |b International Monetary Fund,  |c ©2012. 
300 |a 1 online resource (24 pages) 
336 |a text  |b txt  |2 rdacontent 
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490 1 |a IMF working paper ;  |v WP/216 
500 |a Title from PDF title page (IMF Web site, viewed August 31, 2012). 
500 |a "Monetary and Capital Markets Department." 
500 |a "September 2012." 
504 |a Includes bibliographical references. 
520 |a This paper presents a simple heuristic measure of tail risk, which is applied to individual bank stress tests and to public debt. Stress testing can be seen as a first order test of the level of potential negative outcomes in response to tail shocks. However, the results of stress testing can be misleading in the presence of model error and the uncertainty attending parameters and their estimation. The heuristic can be seen as a second order stress test to detect nonlinearities in the tails that can lead to fragility, i.e., provide additional information on the robustness of stress tests. It also shows how the measure can be used to assess the robustness of public debt forecasts, an important issue in many countries. The heuristic measure outlined here can be used in a variety of situations to ascertain an ordinal ranking of fragility to tail risks. 
505 0 |a Cover; Contents; I. Introduction; II. Review of Concepts to Assess Fragility; A. The Current State of Stress Testing; B.A Simple Heuristic to Detect Fragility; Figures; 1. Why the Concave is Hurt by Tail Events; C. How Can the Simple Heuristic Enhance Stress Tests?; III. The Heuristic Applied to the Outcome of Stress Tests; A. Purpose for the Use of the Heuristic; 2. Illustration of the Use of the Heuristic; 3. Fragile and Antifragile Outcomes of Stress Tests; B. Case Study I: The Simple Heuristic Applied to Bank Stress Tests; Tables. 
505 8 |a 1. The Heuristic Applied to the Outcome of Macroeconomic Stress Tests for the Largest U.S. BanksC. Case Study II: The Simple Heuristic Applied to Public Debt; 2. Overall Fragility of Banks; 3. Change in Net Debt Under Various Scenarios; IV. How to Apply the Simple Heuristic in IMF Stress Tests; 4. Illustration of Debt Dynamics Under Various Scenarios; 5. The Simple Heuristic as an Integral Part of Stress Test Frameworks; V. Conclusion; Appendices; I. Details on Macroeconomic Bank Stress Test; II. Details on Public Debt Stress Test; References. 
546 |a English. 
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650 0 |a Banks and banking  |x Mathematical models. 
650 0 |a Banks and banking  |x Forecasting. 
650 0 |a Debts, Public  |x Mathematical models. 
650 0 |a Debts, Public  |x Forecasting. 
650 6 |a Dettes publiques  |x Modèles mathématiques. 
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650 7 |a Banks and banking  |x Forecasting  |2 fast 
650 7 |a Banks and banking  |x Mathematical models  |2 fast 
650 7 |a Debts, Public  |x Mathematical models  |2 fast 
700 1 |a Taleb, Nassim Nicholas,  |d 1960-  |e author. 
710 2 |a International Monetary Fund.  |b Monetary and Capital Markets Department. 
776 0 8 |i Print version:  |a Schmieder, Christian.  |t A New Heuristic Measure of Fragility and Tail Risks: Application to Stress Testing.  |d Washington : International Monetary Fund, ©2012  |z 9781475505665 
830 0 |a IMF working paper ;  |v WP/12/216. 
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