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相关论文: An axiomatic approach to default risk and model un…

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Credit capital requirements in Internal Rating Based approaches require the calibration of two key parameters: the probability of default and the loss-given-default. This letter considers the uncertainty about these two parameters and…

统计金融 · 定量金融 2020-10-19 Roberto Baviera

For credit risk management purposes in general, and for allocation of regulatory capital by banks in particular (Basel II), numerical assessments of the credit-worthiness of borrowers are indispensable. These assessments are expressed in…

其他凝聚态物理 · 物理学 2008-12-02 Katja Pluto , Dirk Tasche

We introduce a new approach to modeling uncertainty based on plausibility measures. This approach is easily seen to generalize other approaches to modeling uncertainty, such as probability measures, belief functions, and possibility…

人工智能 · 计算机科学 2016-08-31 Nir Friedman , Joseph Y. Halpern

The issue of model risk in default modeling has been known since inception of the Academic literature in the field. However, a rigorous treatment requires a description of all the possible models, and a measure of the distance between a…

数理金融 · 定量金融 2019-06-17 Roberto Fontana , Elisa Luciano , Patrizia Semeraro

According to theoretical models of valuing risky corporate securities, risk of default is primary component in overall yield spread. However, sizable empirical literature considers it otherwise by giving more importance to non-default risk…

证券定价 · 定量金融 2013-03-15 Syed Muhammad Noaman Ahmed Shah , Mazen Kebewar

The authors examine the concept of probability of default for asset-backed loans. In contrast to unsecured loans it is shown that probability of default can be defined as either a measure of the likelihood of the borrower failing to make…

风险管理 · 定量金融 2013-07-01 David Chisholm , Graham Andersen

Risk management is an important practice in the banking industry. In this paper we develop a new methodology to estimate and predict the probability of default (PD) based on the rating transition matrices, which relates the rating…

风险管理 · 定量金融 2018-03-28 Jinghai Shao , Siming Li , Yong Li

We investigate the impact of available information on the estimation of the default probability within a generalized structural model for credit risk. The traditional structural model where default is triggered when the value of the firm's…

证券定价 · 定量金融 2019-11-19 Imke Redeker , Ralf Wunderlich

The risk of a credit portfolio depends crucially on correlations between the probability of default (PD) in different economic sectors. Often, PD correlations have to be estimated from relatively short time series of default rates, and the…

统计力学 · 物理学 2008-12-02 Bernd Rosenow , Rafael Weissbach , Frank Altrock

Diffusion in a linear potential in the presence of position-dependent killing is used to mimic a default process. Different assumptions regarding transport coefficients, initial conditions, and elasticity of the killing measure lead to…

计算金融 · 定量金融 2015-05-30 Yuri A. Katz

We propose two structural models for stochastic losses given default which allow to model the credit losses of a portfolio of defaultable financial instruments. The credit losses are integrated into a structural model of default events…

风险管理 · 定量金融 2015-03-20 Simone Farinelli , Mykhaylo Shkolnikov

This paper presents a convenient framework for modeling default process and pricing derivative securities involving credit risk. The framework provides an integrated view of credit valuation adjustment by linking distance-to-default,…

证券定价 · 定量金融 2023-09-08 David Xiao

We theorize the financial health of a company and the risk of its default. A company is financially healthy as long as its equilibrium in the financial system is maintained, which depends on the cost attributable to the probability that…

综合金融 · 定量金融 2023-02-21 Gianmarco Bet , Francesco Dainelli , Eugenio Fabrizi

Measuring the corporate default risk is broadly important in economics and finance. Quantitative methods have been developed to predictively assess future corporate default probabilities. However, as a more difficult yet crucial problem,…

应用统计 · 统计学 2018-04-26 Miao Yuan , Cheng Yong Tang , Yili Hong , Jian Yang

This paper elaborates on the validation requirements for rating systems and probabilities of default (PDs) which were introduced with the New Capital Standards (Basel II). We start in Section 2 with some introductory remarks on the topics…

物理与社会 · 物理学 2011-08-09 Dirk Tasche

We compare observed corporate cumulative default probabilities to those calculated using a stochastic model based on an extension of the work of Black and Cox and find that corporations default as if via diffusive dynamics. The model, based…

软凝聚态物质 · 物理学 2008-12-02 Ting Lei , Raymond J. Hawkins

We study capital requirements for bounded financial positions defined as the minimum amount of capital to invest in a chosen eligible asset targeting a pre-specified acceptability test. We allow for general acceptance sets and general…

风险管理 · 定量金融 2014-01-16 Walter Farkas , Pablo Koch-Medina , Cosimo Munari

We propose a unified framework for equity and credit risk modeling, where the default time is a doubly stochastic random time with intensity driven by an underlying affine factor process. This approach allows for flexible interactions…

证券定价 · 定量金融 2014-02-19 Claudio Fontana , Juan Miguel A. Montes

The interconnectedness of financial institutions affects instability and credit crises. To quantify systemic risk we introduce here the PD model, a dynamic model that combines credit risk techniques with a contagion mechanism on the network…

计算金融 · 定量金融 2018-04-10 Daniele Petrone , Vito Latora

We consider the problem of modelling the term structure of defaultable bonds, under minimal assumptions on the default time. In particular, we do not assume the existence of a default intensity and we therefore allow for the possibility of…

数理金融 · 定量金融 2017-11-03 Claudio Fontana , Thorsten Schmidt
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