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Assessing the Impact of Private Sector Balance Sheets Effects on Financial Crises: a comparison of Bayesian and information-theoretic measures of model uncertainty

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Author Info
M. Weeks
S. Godsill
M. Stone

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Abstract

This paper examines the intensity of financial crises during the 1990s with a view to informing crisis prevention and mitigation policies. We compare the performance of a full Bayesian and an information-theoretic approach in addressing the econometric problems posed by the lack of a unifying theoretical model, a large number of crisis indicators, and a number of additional data shortfalls. The results indicate that the probability and intensity of financial crises are heightened by corporate illiquidity and leverage, a lack of nonbank sources of financing, excessive domestic relative to foreign currency liquidity and a cutoff of capital inflows. The implications are that policy measures aimed at improving the operation and monitoring of the corporate and nonbank financial sectors could reduce crisis vulnerability

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Publisher Info
Paper provided by Econometric Society in its series Econometric Society 2004 Latin American Meetings with number 162.

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Date of creation: 11 Aug 2004
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Handle: RePEc:ecm:latm04:162

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Related research
Keywords: Model Uncertainty; Financial Crises; Bayesian Inference; AIC; Kullback Leibler; Model Averaging;

Find related papers by JEL classification:
B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data

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  1. Doppelhofer, G. & Weeks, M., 2005. "Jointness of Growth Determinants," Cambridge Working Papers in Economics 0542, Faculty of Economics, University of Cambridge. [Downloadable!]
    Other versions:
  2. M. Hashem Pesaran & Christoph Schleicher & Paolo Zaffaroni, 2008. "Model Averaging in Risk Management with an Application to Futures Markets," CESifo Working Paper Series CESifo Working Paper No. , CESifo Group Munich. [Downloadable!]
    Other versions:
  3. Pesaran, M Hashem & Zaffaroni, Paolo, 2005. "Model Averaging and Value-at-Risk Based Evaluation of Large Multi-Asset Volatility Models for Risk Management," CEPR Discussion Papers 5279, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  4. Gernot Doppelhofer & Xavier Sala I Martin & Melvyn Weeks, 2005. "Jointness of Determinants of Economics Growth," Money Macro and Finance (MMF) Research Group Conference 2005 54, Money Macro and Finance Research Group. [Downloadable!]
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