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Estimates of probabilities of default of a Russian commercial bank taking into account the theoretical value of the CDS spread


Ageev V.I.
(about the author)

Ageev Vladimir Igorevich –

Published in:
Global Markets and Financial Engineering (Russian version)
– Volume 3, Number 4 (October-December 2016)

JEL classification: C58, G21, G32

Keywords: credit default swap, credit risk assessment model, default, derivative financial instrument, risk management, solvency


Citation:
Ageev V.I. (2016). Estimates of probabilities of default of a Russian commercial bank taking into account the theoretical value of the CDS spread. Global Markets and Financial Engineering (Russian version), 3(4), 237-258. doi: 10.18334/grfi.3.4.37261


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Abstract:

The article is a sequel of the author's previous publications "The applicability of CDS for assessing the solvency of financial institutions in the Russian Federation " and "Credit Default Swap Evaluation for Russian Commercial Banks" devoted to the use of credit default swaps (CDS) for assessing the solvency of commercial banks from the group of developing BRICS countries. In this paper we draw a model for estimating the probability of default of a Russian bank taking into account the theoretical values of CDS spreads. The model takes into account not only the fundamental indicators from the reporting, but also considers the market component, which is based on the obtained values of theoretical CDS spreads. In the end of the article we compare the model under study with the existing models for estimating the probability of default; we mark its advantages, disadvantages and possible ways of further improvement.








References:
Ageev V.I. (2011). Osnovnye modeli otsenki kreditnogo riska v kommercheskom banke [The main models of credit risk assessment in a commercial bank]. Issledovano v Rossii. 14 898-908. (in Russian).
Ageev V.I. (2015). Kreditnyy defoltnyy svop kak instrument otsenki veroyatnosti defolta rossiyskikh kommercheskikh bankov [Credit default swap as an instrument for default probability estimation for Russian commercial banks]. Russian Entrepreneurship. 16 (20). 3399-3424. (in Russian). doi: 10.18334/rp.16.20.1994.
Ageev V.I. (2015). O primenimosti CDS dlya otsenki kreditosposobnosti finansovyh institutov RF [On the applicability of CDS for assessing the solvency of Russian financial institutions]. Globalnye rynki i finansovyy inzhiniring. 2 (1). 61-76. (in Russian).
Ageev V.I. (2015). Otsenka kreditnogo defoltnogo svopa dlya rossiyskikh kommercheskikh bankov [Credit Default Swap assessment for Russian Commercial Banks]. Globalnye rynki i finansovyy inzhiniring. 2 (3). 177-202. (in Russian). doi: 10.18334/grfi.2.3.1913.
Aleshina A.V., Sigalova O.M., Gaydukova L.A. (2010). Rynok Svopov na kreditnyy defolt (CDS) kak istochnik informatsii dlya finansovoy sistemy: issledovanie prognoznoy sily rynka CDS [Swaps market for credit default (CDS) as a source of information for the financial system: a study of the predictive strength of the CDS market]. Nauchnye issledovaniya ekonomicheskogo fakulteta. Elektronnyy zhurnal. 2 (1). 88-113. (in Russian).
Berzon N.I., Mezentsev V.V. (2012). Primenenie strukturnyh i redutsirovannyh modeley dlya otsenki kreditnyh defoltnyh svopov na rossiyskie kompanii [Application of structural and reduced models to assess credit default swaps on Russian companies] XII International Scientific Conference on the Problems of Development of the Economy and Society. 633-642. (in Russian).
Koshelyuk Yu.M. (2007). Granichnyy analiz effektivnosti funktsionirovaniya rossiyskikh bankov [Boundary value analysis of the efficiency of Russian banks] Economic modernization and social development. 113-121. (in Russian).
Mezentsev V.V. (2012). Otsenka kreditnogo defoltnogo svopa na rossiyskie kompanii pri pomoschi redutsirovannoy modeli i modeli Mertona [Assessment Credit default swap for Russian companies using reduced model and the Merton model]. Korporativnye finansy. (1). 44-57. (in Russian).

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