Forecasting Bank Leverage
Standard early warning models to predict bank failures cannot be estimated during periods of few or zero failures, precluding any updating of such models during times of good performance. Here we address this problem using an alternative approach, forecasting the simple leverage ratio (equity/assets) as a continuous variable that does not suffer from the small sample problem. Out-of-sample performance shows some promise as a supplement to the standard approach, despite measurable deterioration in prediction accuracy during the crisis years.
|Date of creation:||Dec 2012|
|Date of revision:|
|Contact details of provider:|| Postal: Crawford Building, Lennox Crossing, Building #132, Canberra ACT 2601|
Phone: +61 2 6125 4705
Fax: +61 2 6125 5448
Web page: http://cama.crawford.anu.edu.au
More information through EDIRC
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Kolari, James & Glennon, Dennis & Shin, Hwan & Caputo, Michele, 2002. "Predicting large US commercial bank failures," Journal of Economics and Business, Elsevier, vol. 54(4), pages 361-387.
- Sala-i-martin, X., 1995.
"The Classical Approach to Convergence Analysis,"
734, Yale - Economic Growth Center.
- Xavier Sala-i-Martin, 1995. "The classical approach to convergence analysis," Economics Working Papers 117, Department of Economics and Business, Universitat Pompeu Fabra.
- Sala-i-Martin, Xavier, 1995. "The Classical Approach to Convergence Analysis," CEPR Discussion Papers 1254, C.E.P.R. Discussion Papers.
- David C. Wheelock & Paul W. Wilson, 2000.
"Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions,"
The Review of Economics and Statistics,
MIT Press, vol. 82(1), pages 127-138, February.
- David C. Wheelock & Paul W. Wilson, 1995. "Why do banks disappear? The determinants of U.S. bank failures and acquisitions," Working Papers 1995-013, Federal Reserve Bank of St. Louis.
- Sherrill Shaffer, 2012.
"Bank Failure Risk: Different Now?,"
CAMA Working Papers
2012-23, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- DeYoung, Robert & Hasan, Iftekhar, 1998. "The performance of de novo commercial banks: A profit efficiency approach," Journal of Banking & Finance, Elsevier, vol. 22(5), pages 565-587, May.
- Arturo Estrella & Sangkyun Park & Stavros Peristiani, 2000. "Capital ratios as predictors of bank failure," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 33-52.
- Rebel Cole & Lawrence White, 2012.
"Déjà Vu All Over Again: The Causes of U.S. Commercial Bank Failures This Time Around,"
Journal of Financial Services Research,
Springer;Western Finance Association, vol. 42(1), pages 5-29, October.
- Cole, Rebel A. & White, Lawrence J., 2010. "Déjà vu all over again: The causes of U.S. commercial bank failures this time around," MPRA Paper 24690, University Library of Munich, Germany, revised 28 Jul 2010.
- Rebel A. Cole & Lawrence J. White, 2010. "Deja Vu All Over Again: The Causes of U.S. Commercial Bank Failures This Time Around," Working Papers 10-15, New York University, Leonard N. Stern School of Business, Department of Economics.
- Espahbodi, Pouran, 1991. "Identification of problem banks and binary choice models," Journal of Banking & Finance, Elsevier, vol. 15(1), pages 53-71, February.
- de Haan, Jakob & Poghosyan, Tigran, 2012. "Size and earnings volatility of US bank holding companies," Journal of Banking & Finance, Elsevier, vol. 36(11), pages 3008-3016.
- Cole, Rebel A. & Gunther, Jeffery W., 1995.
"Separating the likelihood and timing of bank failure,"
Journal of Banking & Finance,
Elsevier, vol. 19(6), pages 1073-1089, September.
- Rebel A. Cole & Jeffery W. Gunther, 1993. "Separating the likelihood and timing of bank failure," Finance and Economics Discussion Series 93-20, Board of Governors of the Federal Reserve System (U.S.).
- Rebel A. Cole & Jeffery W. Gunther, 1993. "Separating the likelihood and timing of bank failure," Financial Industry Studies Working Paper 93-2, Federal Reserve Bank of Dallas.
- DeYoung, Robert, 2003. " De Novo Bank Exit," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 711-28, October.
- Julapa Jagtiani & James Kolari & Catharine Lemieux & G. Hwan Shin, 2003. "Early warning models for bank supervision: Simpler could be better," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q III, pages 49-60.
- Martin, Daniel, 1977. "Early warning of bank failure : A logit regression approach," Journal of Banking & Finance, Elsevier, vol. 1(3), pages 249-276, November.
- Arena, Marco, 2008.
"Bank failures and bank fundamentals: A comparative analysis of Latin America and East Asia during the nineties using bank-level data,"
Journal of Banking & Finance,
Elsevier, vol. 32(2), pages 299-310, February.
- Marco Arena, 2005. "Bank Failures and Bank Fundamentals: A Comparative Analysis of Latin America and East Asia during the Nineties using Bank-Level Data," Staff Working Papers 05-19, Bank of Canada.
- Meyer, Paul A & Pifer, Howard W, 1970. "Prediction of Bank Failures," Journal of Finance, American Finance Association, vol. 25(4), pages 853-68, September.
- Rebel A. Cole & Jeffery W. Gunther, 1995. "FIMS: a new monitoring system for banking institutions," Federal Reserve Bulletin, Board of Governors of the Federal Reserve System (U.S.), issue Jan, pages 1-15.
When requesting a correction, please mention this item's handle: RePEc:een:camaaa:2012-56. 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: (Cama Admin)
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 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.