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Modeling Default Probabilities: the case of Brazil

Benjamin Tabak, Daniel Cajueiro and A. Luduvice

No 232, Working Papers Series from Central Bank of Brazil, Research Department

Abstract: Using disaggregated data from the Brazilian stock market, we calculate default probabilities for 30 different economic sectors. Empirical results suggest that domestic macroeconomic factors can explain these default probabilities. In addition, we construct the Minimum Spanning Tree (MST) and the ultrametric hierarchical tree with the MST based on default probabilities to disclose common trends, which reveals that some sectors form clusters. The results of this paper imply that macroeconomic variables have distinct effects on default probabilities, which is important to take into account in credit risk modeling and the generation of stress test scenarios.

Date: 2011-01
New Economics Papers: this item is included in nep-lam and nep-rmg
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Citations: View citations in EconPapers (8)

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