IDEAS home Printed from https://ideas.repec.org/a/ris/apltrx/0090.html
   My bibliography  Save this article

An approach to ratings mapping

Author

Listed:
  • Aivazian, Sergey

    () (CEMI RAS, Moscow School of Economics, HSE, Moscow)

  • Golovan, Sergey

    () (CEFIR, Moscow)

  • Karminsky, Alexander

    () (Higher School of Economics, Moscow)

  • Peresetsky, Anatoly

    () (Higher School of Economics, CEMI RAS, Moscow)

Abstract

In the paper an econometric method of rating scales mapping is suggested. The method is based on the setting up ordered choice models for the ratings and mapping the correspondent latent variables («continuous ratings») with a monotone function. The method takes into account bank’s financial indicators and other factors which rating agency’s experts use in their work. The method is tested on the real data on Russian banks’ ratings and their quarterly balance sheet data for the period 2006:1 – 2010:4.

Suggested Citation

  • Aivazian, Sergey & Golovan, Sergey & Karminsky, Alexander & Peresetsky, Anatoly, 2011. "An approach to ratings mapping," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 23(3), pages 13-40.
  • Handle: RePEc:ris:apltrx:0090
    as

    Download full text from publisher

    File URL: http://pe.cemi.rssi.ru/pe_2011_3_13-40.pdf
    File Function: Full text
    Download Restriction: no

    References listed on IDEAS

    as
    1. Karminsky, Alexandr & Peresetsky, Anatoly, 2007. "Models of Banks Ratings," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 5(1), pages 3-19.
    2. Peresetsky, Anatoly, 2009. "Models for the External Support Component of Moody's Bank Ratings," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 14(2), pages 3-23.
    3. van Soest, A.H.O. & Peresetsky, A. & Karminsky, A.M., 2003. "An Analysis of Ratings of Russian Banks," Discussion Paper 2003-85, Tilburg University, Center for Economic Research.
    4. Spyros Pagratis & Marco Stringa, 2009. "Modeling Bank Senior Unsecured Ratings: A Reasoned Structured Approach to Bank Credit Assessment," International Journal of Central Banking, International Journal of Central Banking, vol. 5(2), pages 1-39, June.
    5. António Afonso, 2002. "Understanding the Determinants of Government Debt Ratings: Evidence for the Two Leading Agencies," Working Papers Department of Economics 2002/02, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    6. Donald P. Morgan, 2002. "Rating Banks: Risk and Uncertainty in an Opaque Industry," American Economic Review, American Economic Association, vol. 92(4), pages 874-888, September.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Alexander Karminsky & Richard Hainsworth & Vasily Solodkov, 2013. "Arm’s Length Method for Comparing Rating Scales," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 3(2), pages 114-135, December.
    2. repec:nea:journl:y:2017i:36:p:49-80 is not listed on IDEAS
    3. Alexander M. Karminsky & Ella Khromova, 2016. "Modelling banks’ credit ratings of international agencies," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 6(3), pages 341-363, December.

    More about this item

    Keywords

    bank ratings; ratings mapping; ordered choice models; rating agency;

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G24 - Financial Economics - - Financial Institutions and Services - - - Investment Banking; Venture Capital; Brokerage
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ris:apltrx:0090. See general information about how to correct material in RePEc.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Anatoly Peresetsky). General contact details of provider: http://appliedeconometrics.cemi.rssi.ru/ .

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service hosted by the Research Division of the Federal Reserve Bank of St. Louis . RePEc uses bibliographic data supplied by the respective publishers.