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Binary classification is highly used in credit scoring in the estimation of probability of default. The validation of such predictive models is based both on rank ability, and also on calibration (i.e. how accurately the probabilities…

计量经济学 · 经济学 2017-10-25 Pedro G. Fonseca , Hugo D. Lopes

How to forecast next year's portfolio-wide credit default rate based on last year's default observations and the current score distribution? A classical approach to this problem consists of fitting a mixture of the conditional score…

机器学习 · 统计学 2014-11-21 Dirk Tasche

Under the International Financial Reporting Standards (IFRS) 9, credit losses ought to be recognised timeously and accurately. This requirement belies a certain degree of dynamicity when estimating the constituent parts of a credit loss…

风险管理 · 定量金融 2025-12-16 Arno Botha , Tanja Verster

The present work studies and analyzes general defaultable OTC contract in presence of a contingent CSA, which is a theoretical counterparty risk mitigation mechanism of switching type that allows the counterparty of a general OTC contract…

风险管理 · 定量金融 2014-12-04 Giovanni Mottola

The purpose of this paper is introducing rigorous methods and formulas for bilateral counterparty risk credit valuation adjustments (CVA's) on interest-rate portfolios. In doing so, we summarize the general arbitrage-free valuation…

证券定价 · 定量金融 2010-02-03 Damiano Brigo , Andrea Pallavicini , Vasileios Papatheodorou

The impact of a stress scenario of default events on the loss distribution of a credit portfolio can be assessed by determining the loss distribution conditional on these events. While it is conceptually easy to estimate loss distributions…

风险管理 · 定量金融 2016-01-11 Dirk Tasche

We provide analytical pricing formula of corporate defaultable bond with both expected and unexpected default in the case with stochastic default intensity. In the case with constant short rate and exogenous default recovery using PDE…

证券定价 · 定量金融 2013-11-14 Hyong-Chol O , Ning Wan

In the paper [Hainaut, D. and Colwell, D.B., {\rm A structural model for credit risk with switching processes and synchronous jumps}, The European Journal of Finance 22(11) (2016): 1040-1062], the authors exploit a synchronous-jump…

This paper studies a valuation framework for financial contracts subject to reference and counterparty default risks with collateralization requirement. We propose a fixed point approach to analyze the mark-to-market contract value with…

证券定价 · 定量金融 2015-01-27 Jinbeom Kim , Tim Leung

We analyse time series of CDS spreads for a set of major US and European institutions on a pe- riod overlapping the recent financial crisis. We extend the existing methodology of {\epsilon}-drawdowns to the one of joint {\epsilon}-drawups,…

风险管理 · 定量金融 2015-06-05 Rahul Kaushik , Stefano Battiston

In the third part of this series we introduce consistent relative value measures for CDS-Bond basis trades using the bond-implied CDS term structure derived from fitted survival rate curves. We explain why this measure is better than the…

证券定价 · 定量金融 2009-12-24 Arthur M. Berd , Roy Mashal , Peili Wang

While defaults are rare events, losses can be substantial even for credit portfolios with a large number of contracts. Therefore, not only a good evaluation of the probability of default is crucial, but also the severity of losses needs to…

风险管理 · 定量金融 2012-03-15 Alexander Becker , Alexander F. R. Koivusalo , Rudi Schäfer

In the present paper we fill an essential gap in the Convertible Bonds pricing world by deriving a Binary Tree based model for valuation subject to credit risk. This model belongs to the framework known as Equity to Credit Risk. We show…

证券定价 · 定量金融 2012-06-08 K. Milanov , O. Kounchev

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

Credit risk assessment is a crucial aspect of financial decision-making, enabling institutions to predict the likelihood of default and make informed lending decisions. Two prominent methodologies in credit risk modeling are logistic…

应用统计 · 统计学 2026-04-30 Cheng Lee , Hsi Lee

Corporate defaults may be triggered by some major market news or events such as financial crises or collapses of major banks or financial institutions. With a view to develop a more realistic model for credit risk analysis, we introduce a…

计算金融 · 定量金融 2013-01-03 Jia-Wen Gu , Wai-Ki Ching , Tak-Kuen Siu , Harry Zheng

This paper introduces a credit risk rating model for credit risk assessment in quantitative finance, aiming to categorize borrowers based on their behavioral data. The model is trained on data from Experian, a widely recognized credit…

风险管理 · 定量金融 2024-01-19 O. Didkovskyi , N. Jean , G. Le Pera , C. Nordio

The notion of a credit spread curve is fundamental in fixed income investing, but in practice it is not `given' and needs to be constructed from bond prices either for a particular issuer, or for a sector rating-by-rating. Rather than…

证券定价 · 定量金融 2024-04-09 Richard J. Martin

The 2008 financial crisis has been attributed to "excessive complexity" of the financial system due to financial innovation. We employ computational complexity theory to make this notion precise. Specifically, we consider the problem of…

风险管理 · 定量金融 2019-05-21 Steffen Schuldenzucker , Sven Seuken , Stefano Battiston

In this work we study the price-hedge issue for general defaultable contracts characterized by the presence of a contingent CSA of switching type. This is a contingent risk mitigation mechanism that allow the counterparties of a defaultable…

证券定价 · 定量金融 2015-03-02 Giovanni Mottola