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A New Cluster-Based Financial Vulnerability Indicator: The Analytical Concept and its Application for Stress Testing in a Post-Socialist Economy

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  • Ivana Herceg
  • Danijel Nestić

Abstract

This paper proposes a new approach to household financial vulnerability analysis by employing cluster analysis techniques in the identification of potentially vulnerable households. The cluster-based vulnerability indicator is combined with a binary dependant variable model and used in stress testing. The proposed methodology is applied to householdlevel data for a post-socialist economy – that of Croatia – with the specific aim of testing the extent to which the prolonged economic downturn following the Great Recession of 2008-2009 might hurt indebted households. The paper compares the results based on the new approach with those based on traditional stress testing methods. Interest rate shocks had a stronger impact on household vulnerability in the traditional approach, whereas decreases in employment are found to be more disruptive in the cluster-based approach.

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  • Ivana Herceg & Danijel Nestić, 2012. "A New Cluster-Based Financial Vulnerability Indicator: The Analytical Concept and its Application for Stress Testing in a Post-Socialist Economy," wiiw Balkan Observatory Working Papers 100, The Vienna Institute for International Economic Studies, wiiw.
    • Handle: RePEc:wii:bpaper:100
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