The Association Between Market and Exchange Rate Risks and Accounting Variables: A GARCH Model of the Japanese Banking Institutions
This study has two purposes. First, it estimates the market, interest rate, and exchange rate sensitivities (betas) of the Japanese banking institutions. Second, it investigates the relationship between the market-based measures of risk and accounting-based financial ratios. We extend the literature in three important ways. First, we employ a multi-factor GARCH model to estimate the betas. This framework incorporates non-linearities in the bank stock return modeling and allows for time-varying risk premia. Second, we investigate the determinants of market and exchange rate risk in terms of bank financial ratios. To this end, we regress the beta measures derived from the GARCH model against the corporate decision variables to determine the direction and the magnitude of the impact of the latter on the market and exchange rate risk exposures. Third, by using data on the Japanese banking institutions, we provide a comparison of the bank interest rate and exchange rate sensitivities and the strength of the links between the risk measure and the corporate decision variables between the U.S. and the Japanese banking institutions. This comparison sheds light on the robustness of the results concerning interest rate and exchange rate risk, and their determinants, across the two countries. Several interesting results are obtained. First, empirical results indicate that interest rate is only occasionally significant while market and exchange rate variables are significant for all the banks in the sample. Second, market and exchange rate risk measures do impound information in the financial ratios with the explanatory power of the market beta model being higher than that of the exchange rate beta model. Third, the association of the market-based risk measures and the financial ratios is weaker for the Japanese banks than those found for their U.S. counterparts in the existing literature. Copyright Springer Science + Business Media, Inc. 2005
Volume (Year): 25 (2005)
Issue (Month): 2 (September)
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- Bierman, Harold, Jr & Oldfield, George S, Jr, 1979. "Corporate Debt and Corporate Taxes," Journal of Finance, American Finance Association, vol. 34(4), pages 951-56, September.
- Joe Peek & Eric S. Rosengren, 1996.
"The international transmission of financial shocks: the case of Japan,"
96-1, Federal Reserve Bank of Boston.
- Peek, Joe & Rosengren, Eric S, 1997. "The International Transmission of Financial Shocks: The Case of Japan," American Economic Review, American Economic Association, vol. 87(4), pages 495-505, September.
- Joe Peek & Eric S. Rosengren, 1996. "The International Transmission of Financial Shocks: The Case of Japan," Boston College Working Papers in Economics 357, Boston College Department of Economics.
- Ernst R. Berndt & Bronwyn H. Hall & Robert E. Hall & Jerry A. Hausman, 1974. "Estimation and Inference in Nonlinear Structural Models," NBER Chapters, in: Annals of Economic and Social Measurement, Volume 3, number 4, pages 653-665 National Bureau of Economic Research, Inc.
- Allen Berger & Sally Davies, 1994.
"The Information Content of Bank Examinations,"
Center for Financial Institutions Working Papers
94-24, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
- Fama, Eugene F. & MacBeth, James D., 1974. "Tests of the multiperiod two-parameter model," Journal of Financial Economics, Elsevier, vol. 1(1), pages 43-66, May.
- Allen, Franklin & Santomero, Anthony M., 2001.
"What do financial intermediaries do?,"
Journal of Banking & Finance,
Elsevier, vol. 25(2), pages 271-294, February.
- Tim Bollerslev, 1986.
"Generalized autoregressive conditional heteroskedasticity,"
EERI Research Paper Series
EERI RP 1986/01, Economics and Econometrics Research Institute (EERI), Brussels.
- Bollerslev, Tim, 1986. "Generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 31(3), pages 307-327, April.
- Flannery, Mark J & James, Christopher M, 1984. " The Effect of Interest Rate Changes on the Common Stock Returns of Financial Institutions," Journal of Finance, American Finance Association, vol. 39(4), pages 1141-53, September.
- Pettway, Richard H, 1976. "Market Tests of Capital Adequacy of Large Commercial Banks," Journal of Finance, American Finance Association, vol. 31(3), pages 865-75, June.
- Melicher, Ronald W., 1974. "Financial Factors Which Influence Beta Variations within an Homogeneous Industry Environment," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 9(02), pages 231-241, March.
- Rebel Cole & Jeffery Gunther, 1998. "Predicting Bank Failures: A Comparison of On- and Off-Site Monitoring Systems," Journal of Financial Services Research, Springer;Western Finance Association, vol. 13(2), pages 103-117, April.
- Fama, Eugene F & French, Kenneth R, 1992. " The Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 47(2), pages 427-65, June.
- 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.
- Hesna Genay, 1998. "Assessing the condition of Japanese banks: how informative are accounting earnings?," Economic Perspectives, Federal Reserve Bank of Chicago, issue Q IV, pages 12-34.
- Bae, Sung C, 1990. "Interest Rate Changes and Common Stock Returns of Financial Institutions: Revisited," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 13(1), pages 71-79, Spring.
- Hassan, M. Kabir, 1993. "The off-balance sheet banking risk of large U.S. commercial banks," The Quarterly Review of Economics and Finance, Elsevier, vol. 33(1), pages 51-69.
- Conine, Thomas E, Jr, 1980. " Corporate Debt and Corporate Taxes: An Extension," Journal of Finance, American Finance Association, vol. 35(4), pages 1033-37, September.
- Breen, William J & Lerner, Eugene M, 1973. "Corporate Financial Strategies and Market Measures of Risk and Return," Journal of Finance, American Finance Association, vol. 28(2), pages 339-51, May.
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