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We develop a model for credit rating migration that accounts for the impact of economic state fluctuations on default probabilities. The joint process for the economic state and the rating is modelled as a time-homogeneous Markov chain.…

风险管理 · 定量金融 2024-03-25 Michael Kalkbrener , Natalie Packham

This article presents a generic model for pricing financial derivatives subject to counterparty credit risk. Both unilateral and bilateral types of credit risks are considered. Our study shows that credit risk should be modeled as American…

证券定价 · 定量金融 2018-04-09 David Lee

We present two methodologies on the estimation of rating transition probabilities within Markov and non-Markov frameworks. We first estimate a continuous-time Markov chain using discrete (missing) data and derive a simpler expression for…

风险管理 · 定量金融 2020-02-04 Marius Pfeuffer , Goncalo dos Reis , Greig smith

We propose a Markov chain model for credit rating changes. We do not use any distributional assumptions on the asset values of the rated companies but directly model the rating transitions process. The parameters of the model are estimated…

风险管理 · 定量金融 2014-01-21 David Wozabal , Ronald Hochreiter

The valuation of counterparty risk for single name credit derivatives requires the computa- tion of joint distributions of default times of two default-prone entities. For a Merton-type model, we derive some formulas for these joint…

证券定价 · 定量金融 2008-12-10 Christophette Blanchet-Scalliet , Frédéric Patras

There exists a range of different models for estimating and simulating credit risk transitions to optimally manage credit risk portfolios and products. In this chapter we present a Coupled Markov Chain approach to model rating transitions…

神经与进化计算 · 计算机科学 2014-01-21 Ronald Hochreiter , David Wozabal

We introduce an innovative theoretical framework to model derivative transactions between defaultable entities based on the principle of arbitrage freedom. Our framework extends the traditional formulations based on Credit and Debit…

风险管理 · 定量金融 2012-05-08 Claudio Albanese , Damiano Brigo , Frank Oertel

The credit crisis and the ongoing European sovereign debt crisis have highlighted the native form of credit risk, namely the counterparty risk. The related Credit Valuation Adjustment, (CVA), Debt Valuation Adjustment (DVA), Liquidity…

风险管理 · 定量金融 2012-10-19 Stéphane Crépey , Rémi Gerboud , Zorana Grbac , Nathalie Ngor

To quantify the changes in the credit rating of a bond is an important mathematical problem for the credit rating industry. To think of the credit rating as the state a Markov chain is an interesting proposal leading to challenges in…

计算金融 · 定量金融 2025-03-20 Henryk Gzyl , Silvia Mayoral

A three-dimensional extension of the structural default model with firms' values driven by correlated diffusion processes is presented. Green's function based semi-analytical methods for solving the forward calibration problem and backward…

证券定价 · 定量金融 2012-07-26 Alexander Lipton , Ioana Savescu

A multi-dimensional extension of the structural default model with firms' values driven by diffusion processes with Marshall-Olkin-inspired correlation structure is presented. Semi-analytical methods for solving the forward calibration…

证券定价 · 定量金融 2012-06-15 Alexander Lipton , Ioana Savescu

Markov switching models are often used to analyze financial returns because of their ability to capture frequently observed stylized facts. In this paper we consider a multivariate Student-t version of the model as a viable alternative to…

统计方法学 · 统计学 2014-03-04 Mauro Bernardi , Antonello Maruotti , Lea Petrella

We study the problem of finding the worst-case joint distribution of a set of risk factors given prescribed multivariate marginals and a nonlinear loss function. We show that when the risk measure is CVaR, and the distributions are…

风险管理 · 定量金融 2016-10-31 Amir Memartoluie , David Saunders , Tony Wirjanto

We develop a multi-curve term structure setup in which the modelling ingredients are expressed by rational functionals of Markov processes. We calibrate to LIBOR swaptions data and show that a rational two-factor lognormal multi-curve model…

数理金融 · 定量金融 2015-02-27 Stephane Crepey , Andrea Macrina , Tuyet Mai Nguyen , David Skovmand

We depart from the usual methods for pricing contracts with the counterparty credit risk found in most of the existing literature. In effect, typically, these models do not account for either systemic effects or at-first-default contagion…

证券定价 · 定量金融 2013-07-25 Cyril Durand , Marek Rutkowski

We develop an approach to time-consistent risk evaluation of continuous-time processes in Markov systems. Our analysis is based on dual representation of coherent risk measures, differentiability concepts for multivalued mappings, and a…

最优化与控制 · 数学 2017-01-31 Darinka Dentcheva , Andrzej Ruszczynski

We introduce a dynamic model of the default waterfall of derivatives CCPs and propose a risk sensitive method for sizing the initial margin (IM), and the default fund (DF) and its allocation among clearing members. Using a Markovian…

风险管理 · 定量金融 2018-03-07 Tomasz R. Bielecki , Igor Cialenco , Shibi Feng

A Markov-chain model is developed for the purpose estimation of the cure rate of non-performing loans. The technique is performed collectively, on portfolios and it can be applicable in the process of calculation of credit impairment. It is…

风险管理 · 定量金融 2018-07-03 Vilislav Boutchaktchiev

In this paper, we model financial markets with semi-Markov volatilities and price covarinace and correlation swaps for this markets. Numerical evaluations of vari- nace, volatility, covarinace and correlations swaps with semi-Markov…

证券定价 · 定量金融 2012-05-28 Giovanni Salvi , Anatoliy V. Swishchuk

We obtain an explicit formula for the bilateral counterparty valuation adjustment of a credit default swaps portfolio referencing an asymptotically large number of entities. We perform the analysis under a doubly stochastic intensity…

证券定价 · 定量金融 2013-05-27 Lijun Bo , Agostino Capponi
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