Effects of economic interactions on credit risk
Creators
- 1. Laboratory for Mathematical Neuroscience, RIKEN BSI, Hirosawa 2-1, Saitama 351-0198 (Japan)
- 2. Department of Mathematics, King's College London, The Strand, London WC2R 2LS (United Kingdom)
Description
We study a credit-risk model which captures effects of economic interactions on a firm's default probability. Economic interactions are represented as a functionally defined graph, and the existence of both cooperative and competitive business relations is taken into account. We provide an analytic solution of the model in a limit where the number of business relations of each company is large, but the overall fraction of the economy with which a given company interacts may be small. While the effects of economic interactions are relatively weak in typical (most probable) scenarios, they are pronounced in situations of economic stress, and thus lead to a substantial fattening of the tails of loss distributions in large loan portfolios. This manifests itself in a pronounced enhancement of the value at risk computed for interacting economies in comparison with their non-interacting counterparts
Availability note (English)
Available online at http://stacks.iop.org/0305-4470/39/2231/a6_10_001.pdf or at the Web site for the Journal of Physics. A, Mathematical and General (ISSN 1361-6447) http://www.iop.org/Additional details
Identifiers
- URL
- http://stacks.iop.org/0305-4470/39/2231/a6_10_001.pdf;
- DOI
- 10.1088/0305-4470/39/10/001;
- PII
- S0305-4470(06)14308-5;
Publishing Information
- Journal Title
- Journal of Physics. A, Mathematical and General
- Journal Volume
- 39
- Journal Issue
- 10
- Journal Page Range
- p. 2231-2251
- ISSN
- 0305-4470
- CODEN
- JPHAC5
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 37051345
- Subject category
- S99: GENERAL AND MISCELLANEOUS;
- Descriptors DEI
- ANALYTICAL SOLUTION; BUSINESS; ECONOMY; FINANCING; MATHEMATICAL MODELS; PROBABILITY
- Descriptors DEC
- MATHEMATICAL SOLUTIONS