Real estate exposure of US banking industry stock returns: evidence from commercial and residential markets
DOI: https://doi.org/10.3846/ijspm.2018.319Abstract
This study is the first to address the exposure of banking industry stock returns to both the commercial and residential real estate markets. The empirical findings show that U.S. banking industry stock returns are significantly sensitive to real estate market returns after controlling for stock market, interest rate, and exchange rate effects. Moreover, the commercial and residential real estate markets have very different effects on banking industry stock returns. Furthermore, the effects on banking industry stock returns are state-dependent. The findings have valuable implications for investors, managers and regulatory authorities.
Keywords:
real estate, bank, stock return, commercial real estate, residential real estate, quantile regressionHow to Cite
Lee, M.-T., Kuo, S.-H., & Lee, M.-L. (2018). Real estate exposure of US banking industry stock returns: evidence from commercial and residential markets. International Journal of Strategic Property Management, 22(1), 12-23. https://doi.org/10.3846/ijspm.2018.319
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Copyright (c) 2018 The Author(s). Published by Vilnius Gediminas Technical University.
This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Akella, S. R., & Chen, S. J. (1990). Interest rate sensitivity of bank stock returns: specification effects and structural changes. Journal of Financial Research, 13, 147-154. <a href= "https://doi.org/10.1111/j.1475–6803.1990.tb00544.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1475–6803.1990.tb00544.x</a>
Akella, S. R., & Greenbaum, S. I. (1992). Innovations in interest rates, duration transformation, and bank stock returns. Journal of Money, Credit and Banking, 24, 27-42. <a href= "https://doi.org/10.2307/1992789" target="_blank" rel="noopener"> https://doi.org/10.2307/1992789</a>
Allen, D. E., Powell, R. J., & Singh, A. K. (2011). Asset pricing, the Fama-French factor model and the implications of quantile regression analysis. In G. N. Gregoriou & R. Pascalan (Eds.), Financial econometrics modeling: market microstructure, factormodels and financial risk measures. Palgrave Macmillan, Basingstoke, U.K. <a href= "https://doi.org/10.1057/9780230298101_7" target="_blank" rel="noopener"> https://doi.org/10.1057/9780230298101_7</a>
Allen, M. T., Madura, J., & Wiant, K. J. (1995). Commercial bank exposure and sensitivity to the real estate market. Journal of Real Estate Research, 10, 129-140.
Ambrose, B. W., & Sanders, A. B. (2003). Commercial mortgage-backed securities: prepayment and default. Journal of Real Estate Finance and Economics, 26, 179-196. <a href= "https://doi.org/10.1023/A:1022978708728" target="_blank" rel="noopener"> https://doi.org/10.1023/A:1022978708728</a>
Apergis, N. (2012). Financial crisis and the real estate market in Greece: the impact on bank stock prices. International Journal of Economics and Business Research, 4, 530-539. <a href= "https://doi.org/10.1504/IJEBR.2012.048777" target="_blank" rel="noopener"> https://doi.org/10.1504/IJEBR.2012.048777</a>
Arpa, M., Giulini I., Ittner, A., & Pauer, F. (2001). The influence of macroeconomic developments on Austrian banks: implications for banking supervision (pp. 91-116). Working Paper. Bank of International Settlements.
Atkins, R., & Fray, K. (2013). US banks now worth double Brics resource groups. Financial Times. Retrieved from <a href= "https://next.ft.com/content/bd9c5624-f2e5–11e2–802f-00144feabdc0" target="_blank" rel="noopener"> https://next.ft.com/content/bd9c5624-f2e5–11e2–802f-00144feabdc0</a>
Au Yong, H. H., & Faff, R. (2008). Asia-Pacific banks risk exposures: pre and post the Asian financial crisis. Applied Financial Economics, 18, 431-449. <a href= "https://doi.org/10.1080/09603100600970057" target="_blank" rel="noopener"> https://doi.org/10.1080/09603100600970057</a>
Bae, S. C. (1990). Interest rate changes and common stock returns of financial institutions: revisited. Journal of Financial Research, 13, 71-79. <a href= "https://doi.org/10.1111/j.1475–6803.1990.tb00537.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1475–6803.1990.tb00537.x</a>
Baele, L., De Bruyckere, V., De Jonghe, O., & Vander Vennet, R. (2015). Model uncertainty and systematic risk in US banking. Journal of Banking and Finance, 53, 49-66. <a href= "https://doi.org/10.1016/j.jbankfin.2014.11.012" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2014.11.012</a>
Ballester, L., Ferrer, R., & González, C. (2011). Linear and non-linear interest rate sensitivity of Spanish banks. Spanish Review of Financial Economics, 9, 35-48. <a href= "https://doi.org/10.1016/j.srfe.2011.09.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.srfe.2011.09.002</a>
Basel Committee on Banking Supervision. (2014). Basel capital framework national discretions. Bank for International Settlements, Basel, Switzerland.
Baur, D. G. (2013). The structure and degree of dependence: a quantile regression approach. Journal of Banking and Finance, 37, 786-798. <a href= "https://doi.org/10.1016/j.jbankfin.2012.10.015" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2012.10.015</a>
Baur, D. G., Dimpfl, T., & Jung, R. C. (2012). Stock return auto-correlations revisited: a quantile regression approach. Journal of Empirical Finance, 19, 254-265. <a href= "https://doi.org/10.1016/j.jempfin.2011.12.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jempfin.2011.12.002</a>
Belsley, D. A., Kuh, E., & Welsch, R. E. (2005). Regression diagnostics: identifying influential data and sources of collinearity. John Wiley & Sons, Hoboken, NJ.
Benink, H. A., & Wolff, C. C. (2000). Survey data and the interest rate sensitivity of US bank stock returns. Economic Notes, 29, 201-213. <a href= "https://doi.org/10.1111/1468–0300.00030" target="_blank" rel="noopener"> https://doi.org/10.1111/1468–0300.00030</a>
Berger, A., & Bouman, C. (2009). Bank liquidity creation, monetary policy, and financial crises. Working Paper. University of South Carolina, Wharton F.I.C., Tilburg University, MIT, and Case Western Reserve University.
Berger, A. N., & Udell, G. F. (2004). The institutional memory hypothesis and the procyclicality of bank lending behavior. Journal of Financial Intermediation, 13, 458-495. <a href= "https://doi.org/10.1016/j.jfi.2004.06.006" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfi.2004.06.006</a>
Bessler, W., & Kurmann, P. (2014). Bank risk factors and changing risk exposures: capital market evidence before and during the financial crisis. Journal of Financial Stability, 13, 151-166. <a href= "https://doi.org/10.1016/j.jfs.2014.06.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfs.2014.06.003</a>
Bessler, W., Kurmann, P., & Nohel, T. (2015). Time-varying systematic and idiosyncratic risk exposures of US bank holding companies. Journal of International Financial Markets, Institutions and Money, 35, 45-68. <a href= "https://doi.org/10.1016/j.intfin.2014.11.009" target="_blank" rel="noopener"> https://doi.org/10.1016/j.intfin.2014.11.009</a>
Blaško, M., & Sinkey, J. F. (2006). Bank asset structure, real-estate lending, and risk-taking. Quarterly Review of Economics and Finance, 46, 53-81. <a href= "https://doi.org/10.1016/j.qref.2004.11.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.qref.2004.11.002</a>
Borio, C., Furfine, C., & Lowe, P. (2001). Procyclicality of the financial system and financial stability: issues and policy op-tions. BIS papers, 1, 1-57.
Cavallo, M., & Majnoni, G. (2002). Do banks provision for bad loans in good times? Empirical evidence and policy implications. In R. M. Levich, G. Majnoni, & C. M. Reinhart (Eds.), Ratings, rating agencies and the global financial system (pp. 319-342). Springer, New York, NY. <a href= "https://doi.org/10.1007/978–1-4615–0999–8_19" target="_blank" rel="noopener"> https://doi.org/10.1007/978–1-4615–0999–8_19</a>
Chamberlain, S., Howe, J. S., & Popper, H. (1997). The exchange rate exposure of US and Japanese banking institutions. Journal of Banking and Finance, 21, 871-892. <a href= "https://doi.org/10.1016/S0378–4266(97)00002–2" target="_blank" rel="noopener"> https://doi.org/10.1016/S0378–4266(97)00002–2</a>
Chandan, S., & Zausner, C. (2015). The impact of regulation on commercial real estate finance regulatory design, real outcomes. CRE Financial Council, Washington, DC.
Chiu, B., Lee, M. T., Lee, M. L., & Chiang, K. C. H. (2010). Time-varying real estate sensitivities of mortgage REITs. Applied Economics Letters, 17, 1633-1640. <a href= "https://doi.org/10.1080/13504850903120667" target="_blank" rel="noopener"> https://doi.org/10.1080/13504850903120667</a>
Choi, J. J., & Elyasiani, E. (1997). Derivative exposure and the interest rate and exchange rate risks of US banks. Journal of Financial Services Research, 12, 267-286. <a href= "https://doi.org/10.1023/A:1007982921374" target="_blank" rel="noopener"> https://doi.org/10.1023/A:1007982921374</a>
Choi, J. J., Elyasiani, E., & Kopecky, K. J. (1992). The sensitivity of bank stock returns to market, interest and exchange rate risks. Journal of Banking and Finance, 16, 983-1004. <a href= "https://doi.org/10.1016/0378–4266(92)90036-Y" target="_blank" rel="noopener"> https://doi.org/10.1016/0378–4266(92)90036-Y</a>
Choulet, C., & Quignon, L. (2009). European banks: support plans to be tested by the recession. Working Paper. Economic Research Department, BNP Paribas.
Czaja, M. G., Scholz, H., & Wilkens, M. (2009). Interest rate risk of German financial institutions: the impact of level, slope, and curvature of the term structure. Review of Quantitative Finance and Accounting, 33, 1-26. <a href= "https://doi.org/10.1007/s11156–008–0104–9" target="_blank" rel="noopener"> https://doi.org/10.1007/s11156–008–0104–9</a>
Czaja, M. G., Scholz, H., & Wilkens, M. (2010). Interest rate risk rewards in stock returns of financial corporations: evidence from Germany. European Financial Management, 16, 124-154. <a href= "https://doi.org/10.1111/j.1468–036X.2008.00455.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1468–036X.2008.00455.x</a>
De Vries, C. G. (2005). The simple economics of bank fragility. Journal of Banking & Finance, 29, 803-825. <a href= "https://doi.org/10.1016/j.jbankfin.2004.08.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2004.08.003</a>
Di Iorio, A., Faff, R., & Sander, H. (2013). An investigation of the interest rate risk and exchange rate risk of the European financial sector: Euro zone versus non-Euro zone countries. Journal of Accounting and Management Information Systems, 12, 319-344.
Dinenis, E., & Staikouras, S. K. (1998). Interest rate changes and common stock returns of financial institutions: evidence from the UK. European Journal of Finance, 4, 113-127. <a href= "https://doi.org/10.1080/135184798337344" target="_blank" rel="noopener"> https://doi.org/10.1080/135184798337344</a>
Downing, C., Stanton, R., Wallace, N. (2005). An empirical test of a two-factor mortgage prepayment and valuation model: how much do house prices matter. Real Estate Economics, 33, 681-710. <a href= "https://doi.org/10.1111/j.1540–6229.2005.00135.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6229.2005.00135.x</a>
Du, D., Hu, O., & Wu, H. (2014). Emerging market currency exposure: Taiwan. Journal of Multinational Financial Management, 28, 47-61. <a href= "https://doi.org/10.1016/j.mulfin.2014.10.001" target="_blank" rel="noopener"> https://doi.org/10.1016/j.mulfin.2014.10.001</a>
Elmer, P., & Seelig, S. (1999). Insolvency, trigger events, and consumer risk posture in the theory of single-family mortgage default. Journal of Housing Research, 10, 1-25.
Elyasiani, E., & Mansur, I. (1998). Sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate: a GARCH-M model. Journal of Banking and Finance, 22, 535-563. <a href= "https://doi.org/10.1016/S0378–4266(98)00003-X" target="_blank" rel="noopener"> https://doi.org/10.1016/S0378–4266(98)00003-X</a>
Elyasiani, E., & Mansur, I. (2003). International spillover of risk and return among major banking institutions: a bivariate GARCH model. Journal of Accounting, Auditing and Finance, 18, 303-330. <a href= "https://doi.org/10.1177/0148558X0301800207" target="_blank" rel="noopener"> https://doi.org/10.1177/0148558X0301800207</a>
Elyasiani, E., & Mansur, I. (2004). Bank stock return sensitivities to the long-term and short-term interest rates: a multivariate GARCH approach. Managerial Finance, 30, 32-55. <a href= "https://doi.org/10.1108/03074350410769263" target="_blank" rel="noopener"> https://doi.org/10.1108/03074350410769263</a>
Elyasiani, E., Mansur, I., & Wetmore, J. L. (2010). Real-estate risk effects on financial institutions’ stock return distribution: a bivariate GARCH analysis. Journal of Real Estate Finance and Economics, 40, 89-107. <a href= "https://doi.org/10.1007/s11146–008–9125–3" target="_blank" rel="noopener"> https://doi.org/10.1007/s11146–008–9125–3</a>
Faff, R. W., & Howard, P. F. (1999). Interest rate risk of Australian financial sector companies in a period of regulatory change. Pacific-Basin Finance Journal, 7, 83-101. <a href= "https://doi.org/10.1016/S0927–538X(99)00002–5" target="_blank" rel="noopener"> https://doi.org/10.1016/S0927–538X(99)00002–5</a>
Fama, E. F. (1980). Banking in the theory of finance. Journal of Monetary Economics, 6, 39-57. <a href= "https://doi.org/10.1016/0304–3932(80)90017–3" target="_blank" rel="noopener"> https://doi.org/10.1016/0304–3932(80)90017–3</a>
Ferrer, R., González, C., & Soto, G. M. (2010). Linear and non-linear interest rate exposure in Spain. Managerial Finance, 36, 431-451. <a href= "https://doi.org/10.1108/03074351011039445" target="_blank" rel="noopener"> https://doi.org/10.1108/03074351011039445</a>
Fin, D. E., Gerrans, P., Singh, A. K., & Powell, R. (2009). Quantile regression: its application in investment analysis. Finsia Journal of Applied Finance, 4, 7-12.
Flannery, M. J., & James, C. M. (1984). The effect of interest rate changes on the common stock returns of financial institutions. Journal of Finance, 39, 1141-1153. <a href= "https://doi.org/10.1111/j.1540–6261.1984.tb03898.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6261.1984.tb03898.x</a>
Gande, A., & Saunders, A. (2012). Are banks still special when there is a secondary market for loans?. Journal of Finance, 67, 1649-1684. <a href= "https://doi.org/10.1111/j.1540–6261.2012.01769.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6261.2012.01769.x</a>
Geltner, D., & Ling, D. C. (2006). Considerations in the design and construction of investment real estate research indices. Journal of Real Estate research, 28, 411-444.
Giliberto, M. (1985). Interest rate sensitivity in the common stocks of financial intermediaries: a methodological note. Journal of Financial and Quantitative Analysis, 20, 123-126. <a href= "https://doi.org/10.2307/2330682" target="_blank" rel="noopener"> https://doi.org/10.2307/2330682</a>
Gounopoulos, D., Molyneux, P., Staikouras, S. K., Wilson, J. O. S., & Zhao, G. (2013). Exchange rate risk and the equity performance of financial intermediaries. International Review of Financial Analysis, 29, 271-282. <a href= "https://doi.org/10.1016/j.irfa.2012.04.001" target="_blank" rel="noopener"> https://doi.org/10.1016/j.irfa.2012.04.001</a>
Greatrex, C. A., & Rengifo, E. (2010). Government intervention and the CDS market: a look at the market’s response to policy announcements during the 2007–2009 financial crisis. Working Paper. Department of Economics, Fordham University.
Hahm, J. H. (2004). Interest rate and exchange rate exposures of banking institutions in pre-crisis Korea. Applied Economics, 36, 1409-1419. <a href= "https://doi.org/10.1080/0003684042000206979" target="_blank" rel="noopener"> https://doi.org/10.1080/0003684042000206979</a>
Hao, L., & Naiman, D. Q. (2007). Quantile regression. Sage Publicatons, London, UK. <a href= "https://doi.org/10.4135/9781412985550" target="_blank" rel="noopener"> https://doi.org/10.4135/9781412985550</a>
Harris, J. M., Wayne Marr, M., & Spivey, M. F. (1991). Exchange rate movements and the stock returns of US commercial banks. Journal of Business Research, 22, 233-242. <a href= "https://doi.org/10.1016/0148–2963(91)90004-H" target="_blank" rel="noopener"> https://doi.org/10.1016/0148–2963(91)90004-H</a>
He, L. T., Myer, F. C. N., & Webb, J. R. (1996). The sensitivity of bank stock returns to real estate. Journal of Real Estate Finance and Economics, 12, 203-220. <a href= "https://doi.org/10.1007/BF00132268" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00132268</a>
He, L. T., & Reichert, A. K. (2003). Time variation paths of factors affecting financial institutions and stock returns. Atlantic Economic Journal, 31, 71-86. <a href= "https://doi.org/10.1007/BF02298464" target="_blank" rel="noopener"> https://doi.org/10.1007/BF02298464</a>
Herring, R., & Wachter, S. (2003). Bubbles in real estate markets. In W. C. Hunter, G. G. Kaufman, & M. Pomerleano (Eds.), Asset Price Bubbles: The Implications for Monetary, Regulatory, and International Policies (pp. 217-230). MIT Press, Cambridge, MA.
Herring, R. J., & Wachter, S. (1998). Real estate booms and banking busts: an international perspective. Wharton Conference on Asian Twin Financial Crises, 9–10 March 1998. The Long Term Credit Bank, Tokyo, Japan.
Ho, T. S., & Saunders, A. (1981). The determinants of bank interest margins: theory and empirical evidence. Journal of Financial and Quantitative Analysis, 16, 581-600. <a href= "https://doi.org/10.2307/2330377" target="_blank" rel="noopener"> https://doi.org/10.2307/2330377</a>
Huizinga, H., & Laeven, L. (2012). Bank valuation and accounting discretion during a financial crisis. Journal of Financial Economics, 106, 614-634. <a href= "https://doi.org/10.1016/j.jfineco.2012.06.008" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfineco.2012.06.008</a>
Joseph, N. L., & Vezos, P. (2006). The sensitivity of US banks’ stock returns to interest rate and exchange rate changes. Managerial Finance, 32, 182-199. <a href= "https://doi.org/10.1108/0307435061064193" target="_blank" rel="noopener"> https://doi.org/10.1108/0307435061064193</a>
Kane, E. J., & Unal, H. (1988). Change in market assessments of deposit-institution riskiness. Journal of Financial Services Research, 1, 207-229. <a href= "https://doi.org/10.1007/BF00114851" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00114851</a>
Kasman, S., Vardar, G., & Tunç, G. (2011). The impact of interest rate and exchange rate volatility on banks’ stock returns and volatility: evidence from Turkey. Economic Modelling, 28, 1328-1334. <a href= "https://doi.org/10.1016/j.econmod.2011.01.015" target="_blank" rel="noopener"> https://doi.org/10.1016/j.econmod.2011.01.015</a>
Koenker, R., & Bassett, G. (1978). Regression quantiles. Econometrica, 46, 33–50. <a href= "https://doi.org/10.2307/1913643" target="_blank" rel="noopener"> https://doi.org/10.2307/1913643</a>
Koetter, M., & Poghosyan, T. (2010). Real estate prices and bank stability. Journal of Banking and Finance, 34, 1129-1138. <a href= "https://doi.org/10.1016/j.jbankfin.2009.11.010" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2009.11.010</a>
Kolb, R. W. (2011). Financial contagion: the viral threat to the wealth of nations. John Wiley & Sons, Hoboken, NJ. <a href= "https://doi.org/10.1002/9781118267646" target="_blank" rel="noopener"> https://doi.org/10.1002/9781118267646</a>
Kosfeld, R., & Robe, S. (2001). Testing nonlinearities in German bank stock returns. Empirical Economics, 26, 581-597. <a href= "https://doi.org/10.1007/s001810000072" target="_blank" rel="noopener"> https://doi.org/10.1007/s001810000072</a>
Kwan, S. H. (1991). Re-examination of interest rate sensitivity of commercial bank stock returns using a random coefficient model. Journal of Financial Services Research, 5, 61-76. <a href= "https://doi.org/10.1007/BF00127084" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00127084</a>
Lael Joseph, N., & Vezos, P. (2006). The sensitivity of US banks’ stock returns to interest rate and exchange rate changes. Managerial Finance, 32, 182-199. <a href= "https://doi.org/10.1108/0307435061064193" target="_blank" rel="noopener"> https://doi.org/10.1108/0307435061064193</a>
Laeven, L., & Majnoni, G. (2003). Loan loss provisioning and economic slowdowns: too much, too late?. Journal of Financial Intermediation, 12, 178-197. <a href= "https://doi.org/10.1016/S1042–9573(03)00016–0" target="_blank" rel="noopener"> https://doi.org/10.1016/S1042–9573(03)00016–0</a>
Lausberg, C. (2004). The real estate market risk of banks-evidence of its importance and consequences for managing risk in real estate lending. ICFAI Journal of Financial Economics, 2, 1-13.
Lee, M.-T., Lee, M.-L., Lai, F.-T., & Yang, T.-H. (2011). Do real estate stocks hedge inflation in the long run? Evidence from three east asian emerging markets. Journal of Real Estate Literature, 19, 347-371.
Lee, M. L., & Chiang, K. (2010). Long-run price behaviour of equity REITs: become more like common stocks after the early 1990s?. Journal of Property Investment and Finance, 28, 454-465. <a href= "https://doi.org/10.1108/14635781011080302" target="_blank" rel="noopener"> https://doi.org/10.1108/14635781011080302</a>
Lee, M. L., Lee, M. T., & Chiang, K. C. H. (2008). Real estate risk exposure of equity real estate investment trusts. Journal of Real Estate Finance and Economics, 36, 165-181. <a href= "https://doi.org/10.1007/s11146–007–9058–2" target="_blank" rel="noopener"> https://doi.org/10.1007/s11146–007–9058–2</a>
Lepetit, L., Nys, E., Rous, P., & Tarazi, A. (2008). Bank income structure and risk: an empirical analysis of European banks. Journal of Banking and Finance, 32, 1452-1467. <a href= "https://doi.org/10.1016/j.jbankfin.2007.12.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2007.12.002</a>
Li, G., Li, Y., & Tsai, C.-L. (2015). Quantile correlations and quantile autoregressive modeling. Journal of the American Statistical Association, 110, 246-261. <a href= "https://doi.org/10.1080/01621459.2014.892007" target="_blank" rel="noopener"> https://doi.org/10.1080/01621459.2014.892007</a>
Martin, A. D. (2000). Exchange rate exposure of the key financial institutions in the foreign exchange market. International Review of Economics and Finance, 9, 267-286. <a href= "https://doi.org/10.1016/S1059–0560(99)00059–3" target="_blank" rel="noopener"> https://doi.org/10.1016/S1059–0560(99)00059–3</a>
Mei, J., & Saunders, A. (1995). Bank risk and real estate: an asset pricing perspective. Journal of Real Estate Finance and Eco-nomics, 10, 199-224. <a href= "https://doi.org/10.1007/BF01096939" target="_blank" rel="noopener"> https://doi.org/10.1007/BF01096939</a>
Mensi, W., Hammoudeh, S., Reboredo, J. C., & Nguyen, D. K. (2014). Do global factors impact BRICS stock markets? A quantile regression approach. Emerging Markets Review, 19, 1-17. <a href= "https://doi.org/10.1016/j.ememar.2014.04.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.ememar.2014.04.002</a>
Ozoguz, A. (2009). Good times or bad times? Investors’ uncertainty and stock returns. Review of Financial Studies, 22, 4377-4422. <a href= "https://doi.org/10.1093/rfs/hhn097" target="_blank" rel="noopener"> https://doi.org/10.1093/rfs/hhn097</a>
Panagopoulos, Y., & Vlamis, P. (2008). Bank lending, real estate bubbles and Basel II. Working Paper No. 8. Center for Planning and Economic Reserch, Athens, Greece.
Parker, D., MacFarlane, J., Newell, G., & Rossini, P. (2007). Developing an appraisal-based residential property index. 13th Annual Conference of the Pacific Rim Real Estate Society, 21 January 2007. Fremantle, Western Australia.
Perez‐Quiros, G., & Timmermann, A. (2000). Firm size and cyclical variations in stock returns. Journal of Finance, 55, 1229-1262. <a href= "https://doi.org/10.1111/0022–1082.00246" target="_blank" rel="noopener"> https://doi.org/10.1111/0022–1082.00246</a>
Petscher, Y., & Logan, J. A. R. (2014). Quantile regression in the study of developmental sciences. Child Development, 85, 861-881. <a href= "https://doi.org/10.1111/cdev.12190" target="_blank" rel="noopener"> https://doi.org/10.1111/cdev.12190</a>
Pu, L. (2008). Basel II and its impact on property market in HK-SAR. 14th Annual Conference of the Pacific Rim Real Estate Society, 20–23 January 2008. Kuala Lumpur, Malaysia.
Rahman, A. A. (2010). Three-factor CAPM risk exposures: some evidence from Malaysian commercial banks. Asian Academy of Management Journal of Accounting and Finance, 6, 47-67.
Ruprecht, B., Entrop, O., Kick, T. K., & Wilkens, M. (2014). Market timing, maturity mismatch, and risk management: evidence from the banking industry. Woring Paper. Deutsche Bundes-bank.
Ryan, S. K., & Worthington, A. C. (2004). Market, interest rate and foreign exchange rate risk in Australian banking: a GARCH-M approach. International Journal of Applied Business and Economic Research, 2, 81-103.
Santa-Clara, P., & Valkanov, R. (2003). The presidential puzzle: political cycles and the stock market. Journal of Finance, 58, 1841-1872. <a href= "https://doi.org/10.1111/1540–6261.00590" target="_blank" rel="noopener"> https://doi.org/10.1111/1540–6261.00590</a>
Saporoschenko, A. (2002). The sensitivity of Japanese bank stock returns to economic factors: an examination of asset/liability differences and main bank status. Global Finance Journal, 13, 253-270. <a href= "https://doi.org/10.1016/S1044–0283(02)00043–1" target="_blank" rel="noopener"> https://doi.org/10.1016/S1044–0283(02)00043–1</a>
Shamsuddin, A. F. M. (2009). Interest rate and foreign exchange risk exposures of Australian banks: a note. International Journal of Banking and Finance, 6, 129-138.
Song, F. M. (1994). A two-factor ARCH model for deposit-institution stock returns. Journal of Money, Credit and Banking, 26, 323-340. <a href= "https://doi.org/10.2307/2077912" target="_blank" rel="noopener"> https://doi.org/10.2307/2077912</a>
Stevenson, S. (2002). The sensitivity of European bank stocks to German interest rates changes. Multinational Finance Journal, 6, 223-249. <a href= "https://doi.org/10.17578/6–3/4–4" target="_blank" rel="noopener"> https://doi.org/10.17578/6–3/4–4</a>
Sukcharoensin, P. (2013). Time-varying market, interest rate and exchange rate risks of Thai commercial banks. Asian Academy of Management Journal of Accounting and Finance, 9, 25-45.
Tai, C. S. (2000). Time-varying market, interest rate, and exchange rate risk premia in the US commercial bank stock returns. Journal of Multinational Financial Management, 10, 397-420. <a href= "https://doi.org/10.1016/S1042–444X(00)00031–1" target="_blank" rel="noopener"> https://doi.org/10.1016/S1042–444X(00)00031–1</a>
Tai, C. S. (2005). Asymmetric currency exposure of US bank stock returns. Journal of Multinational Financial Management, 15, 455-472. <a href= "https://doi.org/10.1016/j.mulfin.2005.04.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.mulfin.2005.04.002</a>
Viale, A. M., Kolari, J. W., & Fraser, D. R. (2009). Common risk factors in bank stocks. Journal of Banking and Finance, 33, 464-472. <a href= "https://doi.org/10.1016/j.jbankfin.2008.08.019" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2008.08.019</a>
Viale, A. M., & Madura, J. (2014). Learning banks’ exposure to systematic risk: evidence from the financial crisis of 2008. Journal of Financial Research, 37, 75-98. <a href= "https://doi.org/10.1111/jfir.12029" target="_blank" rel="noopener"> https://doi.org/10.1111/jfir.12029</a>
Vithessonthi, C. (2010). The exchange rate exposure of Thai banks: evidence from 2004–2008. Business Review, 16, 85-98. <a href= "https://doi.org/10.2139/ssrn.1680695" target="_blank" rel="noopener"> https://doi.org/10.2139/ssrn.1680695</a>
Weinberg, J. A. (1995). Cycles in lending standards?. FRB Richmond Economic Quarterly, 81, 1-18.
Wetmore, J. L., & Brick, J. R. (1994). Commercial bank risk: market, interest rate, and foreign exchange. Journal of Financial Research, 17, 585-596. <a href= "https://doi.org/10.1111/j.1475–6803.1994.tb00167.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1475–6803.1994.tb00167.x</a>
Wong, T. C., Wong, J., & Leung, P. 2009. The foreign exchange exposure of Chinese banks. China Economic Review, 20, 174-182. <a href= "https://doi.org/10.1016/j.chieco.2009.03.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.chieco.2009.03.003</a>
Young, M. S., & Graff, R. A. (1995). Real estate is not normal: a fresh look at real estate return distributions. Journal of Real Estate Finance and Economics, 10, 225-259. <a href= "https://doi.org/10.1007/BF01096940" target="_blank" rel="noopener"> https://doi.org/10.1007/BF01096940</a>
Young, M., Lee, S., & Devaney, S. (2006). Non-normal real estate return distributions by property type in the UK. Journal of Property Research, 23, 109-133. <a href= "https://doi.org/10.1080/09599910600800302" target="_blank" rel="noopener"> https://doi.org/10.1080/09599910600800302</a>
Young, A. T., Wiseman, T., & Hogan, T. L. (2014). Changing perceptions of maturity mismatch in the US banking system: evidence from equity markets. Southern Economic Journal, 18, 193-210. <a href= "https://doi.org/10.4284/0038–4038–2011.332" target="_blank" rel="noopener"> https://doi.org/10.4284/0038–4038–2011.332</a>
Yourougou, P. (1990). Interest-rate risk and the pricing of depository financial intermediary common stock: empirical evidence. Journal of Banking and Finance, 14, 803-820. <a href= "https://doi.org/10.1016/0378–4266(90)90077-F" target="_blank" rel="noopener"> https://doi.org/10.1016/0378–4266(90)90077-F</a>
Zhu, H. (2002). The case of the missing commercial real estate cycle. BIS Quarterly Review, September, 56-66.
Zhu, H. (2003). The importance of property markets for monetary policy and financial stability. IMF/BIS Conference on Real Estate Indicators and Financial Stability, 27–28 October 2003, Washington DC.
Akella, S. R., & Greenbaum, S. I. (1992). Innovations in interest rates, duration transformation, and bank stock returns. Journal of Money, Credit and Banking, 24, 27-42. <a href= "https://doi.org/10.2307/1992789" target="_blank" rel="noopener"> https://doi.org/10.2307/1992789</a>
Allen, D. E., Powell, R. J., & Singh, A. K. (2011). Asset pricing, the Fama-French factor model and the implications of quantile regression analysis. In G. N. Gregoriou & R. Pascalan (Eds.), Financial econometrics modeling: market microstructure, factormodels and financial risk measures. Palgrave Macmillan, Basingstoke, U.K. <a href= "https://doi.org/10.1057/9780230298101_7" target="_blank" rel="noopener"> https://doi.org/10.1057/9780230298101_7</a>
Allen, M. T., Madura, J., & Wiant, K. J. (1995). Commercial bank exposure and sensitivity to the real estate market. Journal of Real Estate Research, 10, 129-140.
Ambrose, B. W., & Sanders, A. B. (2003). Commercial mortgage-backed securities: prepayment and default. Journal of Real Estate Finance and Economics, 26, 179-196. <a href= "https://doi.org/10.1023/A:1022978708728" target="_blank" rel="noopener"> https://doi.org/10.1023/A:1022978708728</a>
Apergis, N. (2012). Financial crisis and the real estate market in Greece: the impact on bank stock prices. International Journal of Economics and Business Research, 4, 530-539. <a href= "https://doi.org/10.1504/IJEBR.2012.048777" target="_blank" rel="noopener"> https://doi.org/10.1504/IJEBR.2012.048777</a>
Arpa, M., Giulini I., Ittner, A., & Pauer, F. (2001). The influence of macroeconomic developments on Austrian banks: implications for banking supervision (pp. 91-116). Working Paper. Bank of International Settlements.
Atkins, R., & Fray, K. (2013). US banks now worth double Brics resource groups. Financial Times. Retrieved from <a href= "https://next.ft.com/content/bd9c5624-f2e5–11e2–802f-00144feabdc0" target="_blank" rel="noopener"> https://next.ft.com/content/bd9c5624-f2e5–11e2–802f-00144feabdc0</a>
Au Yong, H. H., & Faff, R. (2008). Asia-Pacific banks risk exposures: pre and post the Asian financial crisis. Applied Financial Economics, 18, 431-449. <a href= "https://doi.org/10.1080/09603100600970057" target="_blank" rel="noopener"> https://doi.org/10.1080/09603100600970057</a>
Bae, S. C. (1990). Interest rate changes and common stock returns of financial institutions: revisited. Journal of Financial Research, 13, 71-79. <a href= "https://doi.org/10.1111/j.1475–6803.1990.tb00537.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1475–6803.1990.tb00537.x</a>
Baele, L., De Bruyckere, V., De Jonghe, O., & Vander Vennet, R. (2015). Model uncertainty and systematic risk in US banking. Journal of Banking and Finance, 53, 49-66. <a href= "https://doi.org/10.1016/j.jbankfin.2014.11.012" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2014.11.012</a>
Ballester, L., Ferrer, R., & González, C. (2011). Linear and non-linear interest rate sensitivity of Spanish banks. Spanish Review of Financial Economics, 9, 35-48. <a href= "https://doi.org/10.1016/j.srfe.2011.09.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.srfe.2011.09.002</a>
Basel Committee on Banking Supervision. (2014). Basel capital framework national discretions. Bank for International Settlements, Basel, Switzerland.
Baur, D. G. (2013). The structure and degree of dependence: a quantile regression approach. Journal of Banking and Finance, 37, 786-798. <a href= "https://doi.org/10.1016/j.jbankfin.2012.10.015" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2012.10.015</a>
Baur, D. G., Dimpfl, T., & Jung, R. C. (2012). Stock return auto-correlations revisited: a quantile regression approach. Journal of Empirical Finance, 19, 254-265. <a href= "https://doi.org/10.1016/j.jempfin.2011.12.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jempfin.2011.12.002</a>
Belsley, D. A., Kuh, E., & Welsch, R. E. (2005). Regression diagnostics: identifying influential data and sources of collinearity. John Wiley & Sons, Hoboken, NJ.
Benink, H. A., & Wolff, C. C. (2000). Survey data and the interest rate sensitivity of US bank stock returns. Economic Notes, 29, 201-213. <a href= "https://doi.org/10.1111/1468–0300.00030" target="_blank" rel="noopener"> https://doi.org/10.1111/1468–0300.00030</a>
Berger, A., & Bouman, C. (2009). Bank liquidity creation, monetary policy, and financial crises. Working Paper. University of South Carolina, Wharton F.I.C., Tilburg University, MIT, and Case Western Reserve University.
Berger, A. N., & Udell, G. F. (2004). The institutional memory hypothesis and the procyclicality of bank lending behavior. Journal of Financial Intermediation, 13, 458-495. <a href= "https://doi.org/10.1016/j.jfi.2004.06.006" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfi.2004.06.006</a>
Bessler, W., & Kurmann, P. (2014). Bank risk factors and changing risk exposures: capital market evidence before and during the financial crisis. Journal of Financial Stability, 13, 151-166. <a href= "https://doi.org/10.1016/j.jfs.2014.06.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfs.2014.06.003</a>
Bessler, W., Kurmann, P., & Nohel, T. (2015). Time-varying systematic and idiosyncratic risk exposures of US bank holding companies. Journal of International Financial Markets, Institutions and Money, 35, 45-68. <a href= "https://doi.org/10.1016/j.intfin.2014.11.009" target="_blank" rel="noopener"> https://doi.org/10.1016/j.intfin.2014.11.009</a>
Blaško, M., & Sinkey, J. F. (2006). Bank asset structure, real-estate lending, and risk-taking. Quarterly Review of Economics and Finance, 46, 53-81. <a href= "https://doi.org/10.1016/j.qref.2004.11.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.qref.2004.11.002</a>
Borio, C., Furfine, C., & Lowe, P. (2001). Procyclicality of the financial system and financial stability: issues and policy op-tions. BIS papers, 1, 1-57.
Cavallo, M., & Majnoni, G. (2002). Do banks provision for bad loans in good times? Empirical evidence and policy implications. In R. M. Levich, G. Majnoni, & C. M. Reinhart (Eds.), Ratings, rating agencies and the global financial system (pp. 319-342). Springer, New York, NY. <a href= "https://doi.org/10.1007/978–1-4615–0999–8_19" target="_blank" rel="noopener"> https://doi.org/10.1007/978–1-4615–0999–8_19</a>
Chamberlain, S., Howe, J. S., & Popper, H. (1997). The exchange rate exposure of US and Japanese banking institutions. Journal of Banking and Finance, 21, 871-892. <a href= "https://doi.org/10.1016/S0378–4266(97)00002–2" target="_blank" rel="noopener"> https://doi.org/10.1016/S0378–4266(97)00002–2</a>
Chandan, S., & Zausner, C. (2015). The impact of regulation on commercial real estate finance regulatory design, real outcomes. CRE Financial Council, Washington, DC.
Chiu, B., Lee, M. T., Lee, M. L., & Chiang, K. C. H. (2010). Time-varying real estate sensitivities of mortgage REITs. Applied Economics Letters, 17, 1633-1640. <a href= "https://doi.org/10.1080/13504850903120667" target="_blank" rel="noopener"> https://doi.org/10.1080/13504850903120667</a>
Choi, J. J., & Elyasiani, E. (1997). Derivative exposure and the interest rate and exchange rate risks of US banks. Journal of Financial Services Research, 12, 267-286. <a href= "https://doi.org/10.1023/A:1007982921374" target="_blank" rel="noopener"> https://doi.org/10.1023/A:1007982921374</a>
Choi, J. J., Elyasiani, E., & Kopecky, K. J. (1992). The sensitivity of bank stock returns to market, interest and exchange rate risks. Journal of Banking and Finance, 16, 983-1004. <a href= "https://doi.org/10.1016/0378–4266(92)90036-Y" target="_blank" rel="noopener"> https://doi.org/10.1016/0378–4266(92)90036-Y</a>
Choulet, C., & Quignon, L. (2009). European banks: support plans to be tested by the recession. Working Paper. Economic Research Department, BNP Paribas.
Czaja, M. G., Scholz, H., & Wilkens, M. (2009). Interest rate risk of German financial institutions: the impact of level, slope, and curvature of the term structure. Review of Quantitative Finance and Accounting, 33, 1-26. <a href= "https://doi.org/10.1007/s11156–008–0104–9" target="_blank" rel="noopener"> https://doi.org/10.1007/s11156–008–0104–9</a>
Czaja, M. G., Scholz, H., & Wilkens, M. (2010). Interest rate risk rewards in stock returns of financial corporations: evidence from Germany. European Financial Management, 16, 124-154. <a href= "https://doi.org/10.1111/j.1468–036X.2008.00455.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1468–036X.2008.00455.x</a>
De Vries, C. G. (2005). The simple economics of bank fragility. Journal of Banking & Finance, 29, 803-825. <a href= "https://doi.org/10.1016/j.jbankfin.2004.08.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2004.08.003</a>
Di Iorio, A., Faff, R., & Sander, H. (2013). An investigation of the interest rate risk and exchange rate risk of the European financial sector: Euro zone versus non-Euro zone countries. Journal of Accounting and Management Information Systems, 12, 319-344.
Dinenis, E., & Staikouras, S. K. (1998). Interest rate changes and common stock returns of financial institutions: evidence from the UK. European Journal of Finance, 4, 113-127. <a href= "https://doi.org/10.1080/135184798337344" target="_blank" rel="noopener"> https://doi.org/10.1080/135184798337344</a>
Downing, C., Stanton, R., Wallace, N. (2005). An empirical test of a two-factor mortgage prepayment and valuation model: how much do house prices matter. Real Estate Economics, 33, 681-710. <a href= "https://doi.org/10.1111/j.1540–6229.2005.00135.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6229.2005.00135.x</a>
Du, D., Hu, O., & Wu, H. (2014). Emerging market currency exposure: Taiwan. Journal of Multinational Financial Management, 28, 47-61. <a href= "https://doi.org/10.1016/j.mulfin.2014.10.001" target="_blank" rel="noopener"> https://doi.org/10.1016/j.mulfin.2014.10.001</a>
Elmer, P., & Seelig, S. (1999). Insolvency, trigger events, and consumer risk posture in the theory of single-family mortgage default. Journal of Housing Research, 10, 1-25.
Elyasiani, E., & Mansur, I. (1998). Sensitivity of the bank stock returns distribution to changes in the level and volatility of interest rate: a GARCH-M model. Journal of Banking and Finance, 22, 535-563. <a href= "https://doi.org/10.1016/S0378–4266(98)00003-X" target="_blank" rel="noopener"> https://doi.org/10.1016/S0378–4266(98)00003-X</a>
Elyasiani, E., & Mansur, I. (2003). International spillover of risk and return among major banking institutions: a bivariate GARCH model. Journal of Accounting, Auditing and Finance, 18, 303-330. <a href= "https://doi.org/10.1177/0148558X0301800207" target="_blank" rel="noopener"> https://doi.org/10.1177/0148558X0301800207</a>
Elyasiani, E., & Mansur, I. (2004). Bank stock return sensitivities to the long-term and short-term interest rates: a multivariate GARCH approach. Managerial Finance, 30, 32-55. <a href= "https://doi.org/10.1108/03074350410769263" target="_blank" rel="noopener"> https://doi.org/10.1108/03074350410769263</a>
Elyasiani, E., Mansur, I., & Wetmore, J. L. (2010). Real-estate risk effects on financial institutions’ stock return distribution: a bivariate GARCH analysis. Journal of Real Estate Finance and Economics, 40, 89-107. <a href= "https://doi.org/10.1007/s11146–008–9125–3" target="_blank" rel="noopener"> https://doi.org/10.1007/s11146–008–9125–3</a>
Faff, R. W., & Howard, P. F. (1999). Interest rate risk of Australian financial sector companies in a period of regulatory change. Pacific-Basin Finance Journal, 7, 83-101. <a href= "https://doi.org/10.1016/S0927–538X(99)00002–5" target="_blank" rel="noopener"> https://doi.org/10.1016/S0927–538X(99)00002–5</a>
Fama, E. F. (1980). Banking in the theory of finance. Journal of Monetary Economics, 6, 39-57. <a href= "https://doi.org/10.1016/0304–3932(80)90017–3" target="_blank" rel="noopener"> https://doi.org/10.1016/0304–3932(80)90017–3</a>
Ferrer, R., González, C., & Soto, G. M. (2010). Linear and non-linear interest rate exposure in Spain. Managerial Finance, 36, 431-451. <a href= "https://doi.org/10.1108/03074351011039445" target="_blank" rel="noopener"> https://doi.org/10.1108/03074351011039445</a>
Fin, D. E., Gerrans, P., Singh, A. K., & Powell, R. (2009). Quantile regression: its application in investment analysis. Finsia Journal of Applied Finance, 4, 7-12.
Flannery, M. J., & James, C. M. (1984). The effect of interest rate changes on the common stock returns of financial institutions. Journal of Finance, 39, 1141-1153. <a href= "https://doi.org/10.1111/j.1540–6261.1984.tb03898.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6261.1984.tb03898.x</a>
Gande, A., & Saunders, A. (2012). Are banks still special when there is a secondary market for loans?. Journal of Finance, 67, 1649-1684. <a href= "https://doi.org/10.1111/j.1540–6261.2012.01769.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1540–6261.2012.01769.x</a>
Geltner, D., & Ling, D. C. (2006). Considerations in the design and construction of investment real estate research indices. Journal of Real Estate research, 28, 411-444.
Giliberto, M. (1985). Interest rate sensitivity in the common stocks of financial intermediaries: a methodological note. Journal of Financial and Quantitative Analysis, 20, 123-126. <a href= "https://doi.org/10.2307/2330682" target="_blank" rel="noopener"> https://doi.org/10.2307/2330682</a>
Gounopoulos, D., Molyneux, P., Staikouras, S. K., Wilson, J. O. S., & Zhao, G. (2013). Exchange rate risk and the equity performance of financial intermediaries. International Review of Financial Analysis, 29, 271-282. <a href= "https://doi.org/10.1016/j.irfa.2012.04.001" target="_blank" rel="noopener"> https://doi.org/10.1016/j.irfa.2012.04.001</a>
Greatrex, C. A., & Rengifo, E. (2010). Government intervention and the CDS market: a look at the market’s response to policy announcements during the 2007–2009 financial crisis. Working Paper. Department of Economics, Fordham University.
Hahm, J. H. (2004). Interest rate and exchange rate exposures of banking institutions in pre-crisis Korea. Applied Economics, 36, 1409-1419. <a href= "https://doi.org/10.1080/0003684042000206979" target="_blank" rel="noopener"> https://doi.org/10.1080/0003684042000206979</a>
Hao, L., & Naiman, D. Q. (2007). Quantile regression. Sage Publicatons, London, UK. <a href= "https://doi.org/10.4135/9781412985550" target="_blank" rel="noopener"> https://doi.org/10.4135/9781412985550</a>
Harris, J. M., Wayne Marr, M., & Spivey, M. F. (1991). Exchange rate movements and the stock returns of US commercial banks. Journal of Business Research, 22, 233-242. <a href= "https://doi.org/10.1016/0148–2963(91)90004-H" target="_blank" rel="noopener"> https://doi.org/10.1016/0148–2963(91)90004-H</a>
He, L. T., Myer, F. C. N., & Webb, J. R. (1996). The sensitivity of bank stock returns to real estate. Journal of Real Estate Finance and Economics, 12, 203-220. <a href= "https://doi.org/10.1007/BF00132268" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00132268</a>
He, L. T., & Reichert, A. K. (2003). Time variation paths of factors affecting financial institutions and stock returns. Atlantic Economic Journal, 31, 71-86. <a href= "https://doi.org/10.1007/BF02298464" target="_blank" rel="noopener"> https://doi.org/10.1007/BF02298464</a>
Herring, R., & Wachter, S. (2003). Bubbles in real estate markets. In W. C. Hunter, G. G. Kaufman, & M. Pomerleano (Eds.), Asset Price Bubbles: The Implications for Monetary, Regulatory, and International Policies (pp. 217-230). MIT Press, Cambridge, MA.
Herring, R. J., & Wachter, S. (1998). Real estate booms and banking busts: an international perspective. Wharton Conference on Asian Twin Financial Crises, 9–10 March 1998. The Long Term Credit Bank, Tokyo, Japan.
Ho, T. S., & Saunders, A. (1981). The determinants of bank interest margins: theory and empirical evidence. Journal of Financial and Quantitative Analysis, 16, 581-600. <a href= "https://doi.org/10.2307/2330377" target="_blank" rel="noopener"> https://doi.org/10.2307/2330377</a>
Huizinga, H., & Laeven, L. (2012). Bank valuation and accounting discretion during a financial crisis. Journal of Financial Economics, 106, 614-634. <a href= "https://doi.org/10.1016/j.jfineco.2012.06.008" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jfineco.2012.06.008</a>
Joseph, N. L., & Vezos, P. (2006). The sensitivity of US banks’ stock returns to interest rate and exchange rate changes. Managerial Finance, 32, 182-199. <a href= "https://doi.org/10.1108/0307435061064193" target="_blank" rel="noopener"> https://doi.org/10.1108/0307435061064193</a>
Kane, E. J., & Unal, H. (1988). Change in market assessments of deposit-institution riskiness. Journal of Financial Services Research, 1, 207-229. <a href= "https://doi.org/10.1007/BF00114851" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00114851</a>
Kasman, S., Vardar, G., & Tunç, G. (2011). The impact of interest rate and exchange rate volatility on banks’ stock returns and volatility: evidence from Turkey. Economic Modelling, 28, 1328-1334. <a href= "https://doi.org/10.1016/j.econmod.2011.01.015" target="_blank" rel="noopener"> https://doi.org/10.1016/j.econmod.2011.01.015</a>
Koenker, R., & Bassett, G. (1978). Regression quantiles. Econometrica, 46, 33–50. <a href= "https://doi.org/10.2307/1913643" target="_blank" rel="noopener"> https://doi.org/10.2307/1913643</a>
Koetter, M., & Poghosyan, T. (2010). Real estate prices and bank stability. Journal of Banking and Finance, 34, 1129-1138. <a href= "https://doi.org/10.1016/j.jbankfin.2009.11.010" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2009.11.010</a>
Kolb, R. W. (2011). Financial contagion: the viral threat to the wealth of nations. John Wiley & Sons, Hoboken, NJ. <a href= "https://doi.org/10.1002/9781118267646" target="_blank" rel="noopener"> https://doi.org/10.1002/9781118267646</a>
Kosfeld, R., & Robe, S. (2001). Testing nonlinearities in German bank stock returns. Empirical Economics, 26, 581-597. <a href= "https://doi.org/10.1007/s001810000072" target="_blank" rel="noopener"> https://doi.org/10.1007/s001810000072</a>
Kwan, S. H. (1991). Re-examination of interest rate sensitivity of commercial bank stock returns using a random coefficient model. Journal of Financial Services Research, 5, 61-76. <a href= "https://doi.org/10.1007/BF00127084" target="_blank" rel="noopener"> https://doi.org/10.1007/BF00127084</a>
Lael Joseph, N., & Vezos, P. (2006). The sensitivity of US banks’ stock returns to interest rate and exchange rate changes. Managerial Finance, 32, 182-199. <a href= "https://doi.org/10.1108/0307435061064193" target="_blank" rel="noopener"> https://doi.org/10.1108/0307435061064193</a>
Laeven, L., & Majnoni, G. (2003). Loan loss provisioning and economic slowdowns: too much, too late?. Journal of Financial Intermediation, 12, 178-197. <a href= "https://doi.org/10.1016/S1042–9573(03)00016–0" target="_blank" rel="noopener"> https://doi.org/10.1016/S1042–9573(03)00016–0</a>
Lausberg, C. (2004). The real estate market risk of banks-evidence of its importance and consequences for managing risk in real estate lending. ICFAI Journal of Financial Economics, 2, 1-13.
Lee, M.-T., Lee, M.-L., Lai, F.-T., & Yang, T.-H. (2011). Do real estate stocks hedge inflation in the long run? Evidence from three east asian emerging markets. Journal of Real Estate Literature, 19, 347-371.
Lee, M. L., & Chiang, K. (2010). Long-run price behaviour of equity REITs: become more like common stocks after the early 1990s?. Journal of Property Investment and Finance, 28, 454-465. <a href= "https://doi.org/10.1108/14635781011080302" target="_blank" rel="noopener"> https://doi.org/10.1108/14635781011080302</a>
Lee, M. L., Lee, M. T., & Chiang, K. C. H. (2008). Real estate risk exposure of equity real estate investment trusts. Journal of Real Estate Finance and Economics, 36, 165-181. <a href= "https://doi.org/10.1007/s11146–007–9058–2" target="_blank" rel="noopener"> https://doi.org/10.1007/s11146–007–9058–2</a>
Lepetit, L., Nys, E., Rous, P., & Tarazi, A. (2008). Bank income structure and risk: an empirical analysis of European banks. Journal of Banking and Finance, 32, 1452-1467. <a href= "https://doi.org/10.1016/j.jbankfin.2007.12.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2007.12.002</a>
Li, G., Li, Y., & Tsai, C.-L. (2015). Quantile correlations and quantile autoregressive modeling. Journal of the American Statistical Association, 110, 246-261. <a href= "https://doi.org/10.1080/01621459.2014.892007" target="_blank" rel="noopener"> https://doi.org/10.1080/01621459.2014.892007</a>
Martin, A. D. (2000). Exchange rate exposure of the key financial institutions in the foreign exchange market. International Review of Economics and Finance, 9, 267-286. <a href= "https://doi.org/10.1016/S1059–0560(99)00059–3" target="_blank" rel="noopener"> https://doi.org/10.1016/S1059–0560(99)00059–3</a>
Mei, J., & Saunders, A. (1995). Bank risk and real estate: an asset pricing perspective. Journal of Real Estate Finance and Eco-nomics, 10, 199-224. <a href= "https://doi.org/10.1007/BF01096939" target="_blank" rel="noopener"> https://doi.org/10.1007/BF01096939</a>
Mensi, W., Hammoudeh, S., Reboredo, J. C., & Nguyen, D. K. (2014). Do global factors impact BRICS stock markets? A quantile regression approach. Emerging Markets Review, 19, 1-17. <a href= "https://doi.org/10.1016/j.ememar.2014.04.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.ememar.2014.04.002</a>
Ozoguz, A. (2009). Good times or bad times? Investors’ uncertainty and stock returns. Review of Financial Studies, 22, 4377-4422. <a href= "https://doi.org/10.1093/rfs/hhn097" target="_blank" rel="noopener"> https://doi.org/10.1093/rfs/hhn097</a>
Panagopoulos, Y., & Vlamis, P. (2008). Bank lending, real estate bubbles and Basel II. Working Paper No. 8. Center for Planning and Economic Reserch, Athens, Greece.
Parker, D., MacFarlane, J., Newell, G., & Rossini, P. (2007). Developing an appraisal-based residential property index. 13th Annual Conference of the Pacific Rim Real Estate Society, 21 January 2007. Fremantle, Western Australia.
Perez‐Quiros, G., & Timmermann, A. (2000). Firm size and cyclical variations in stock returns. Journal of Finance, 55, 1229-1262. <a href= "https://doi.org/10.1111/0022–1082.00246" target="_blank" rel="noopener"> https://doi.org/10.1111/0022–1082.00246</a>
Petscher, Y., & Logan, J. A. R. (2014). Quantile regression in the study of developmental sciences. Child Development, 85, 861-881. <a href= "https://doi.org/10.1111/cdev.12190" target="_blank" rel="noopener"> https://doi.org/10.1111/cdev.12190</a>
Pu, L. (2008). Basel II and its impact on property market in HK-SAR. 14th Annual Conference of the Pacific Rim Real Estate Society, 20–23 January 2008. Kuala Lumpur, Malaysia.
Rahman, A. A. (2010). Three-factor CAPM risk exposures: some evidence from Malaysian commercial banks. Asian Academy of Management Journal of Accounting and Finance, 6, 47-67.
Ruprecht, B., Entrop, O., Kick, T. K., & Wilkens, M. (2014). Market timing, maturity mismatch, and risk management: evidence from the banking industry. Woring Paper. Deutsche Bundes-bank.
Ryan, S. K., & Worthington, A. C. (2004). Market, interest rate and foreign exchange rate risk in Australian banking: a GARCH-M approach. International Journal of Applied Business and Economic Research, 2, 81-103.
Santa-Clara, P., & Valkanov, R. (2003). The presidential puzzle: political cycles and the stock market. Journal of Finance, 58, 1841-1872. <a href= "https://doi.org/10.1111/1540–6261.00590" target="_blank" rel="noopener"> https://doi.org/10.1111/1540–6261.00590</a>
Saporoschenko, A. (2002). The sensitivity of Japanese bank stock returns to economic factors: an examination of asset/liability differences and main bank status. Global Finance Journal, 13, 253-270. <a href= "https://doi.org/10.1016/S1044–0283(02)00043–1" target="_blank" rel="noopener"> https://doi.org/10.1016/S1044–0283(02)00043–1</a>
Shamsuddin, A. F. M. (2009). Interest rate and foreign exchange risk exposures of Australian banks: a note. International Journal of Banking and Finance, 6, 129-138.
Song, F. M. (1994). A two-factor ARCH model for deposit-institution stock returns. Journal of Money, Credit and Banking, 26, 323-340. <a href= "https://doi.org/10.2307/2077912" target="_blank" rel="noopener"> https://doi.org/10.2307/2077912</a>
Stevenson, S. (2002). The sensitivity of European bank stocks to German interest rates changes. Multinational Finance Journal, 6, 223-249. <a href= "https://doi.org/10.17578/6–3/4–4" target="_blank" rel="noopener"> https://doi.org/10.17578/6–3/4–4</a>
Sukcharoensin, P. (2013). Time-varying market, interest rate and exchange rate risks of Thai commercial banks. Asian Academy of Management Journal of Accounting and Finance, 9, 25-45.
Tai, C. S. (2000). Time-varying market, interest rate, and exchange rate risk premia in the US commercial bank stock returns. Journal of Multinational Financial Management, 10, 397-420. <a href= "https://doi.org/10.1016/S1042–444X(00)00031–1" target="_blank" rel="noopener"> https://doi.org/10.1016/S1042–444X(00)00031–1</a>
Tai, C. S. (2005). Asymmetric currency exposure of US bank stock returns. Journal of Multinational Financial Management, 15, 455-472. <a href= "https://doi.org/10.1016/j.mulfin.2005.04.002" target="_blank" rel="noopener"> https://doi.org/10.1016/j.mulfin.2005.04.002</a>
Viale, A. M., Kolari, J. W., & Fraser, D. R. (2009). Common risk factors in bank stocks. Journal of Banking and Finance, 33, 464-472. <a href= "https://doi.org/10.1016/j.jbankfin.2008.08.019" target="_blank" rel="noopener"> https://doi.org/10.1016/j.jbankfin.2008.08.019</a>
Viale, A. M., & Madura, J. (2014). Learning banks’ exposure to systematic risk: evidence from the financial crisis of 2008. Journal of Financial Research, 37, 75-98. <a href= "https://doi.org/10.1111/jfir.12029" target="_blank" rel="noopener"> https://doi.org/10.1111/jfir.12029</a>
Vithessonthi, C. (2010). The exchange rate exposure of Thai banks: evidence from 2004–2008. Business Review, 16, 85-98. <a href= "https://doi.org/10.2139/ssrn.1680695" target="_blank" rel="noopener"> https://doi.org/10.2139/ssrn.1680695</a>
Weinberg, J. A. (1995). Cycles in lending standards?. FRB Richmond Economic Quarterly, 81, 1-18.
Wetmore, J. L., & Brick, J. R. (1994). Commercial bank risk: market, interest rate, and foreign exchange. Journal of Financial Research, 17, 585-596. <a href= "https://doi.org/10.1111/j.1475–6803.1994.tb00167.x" target="_blank" rel="noopener"> https://doi.org/10.1111/j.1475–6803.1994.tb00167.x</a>
Wong, T. C., Wong, J., & Leung, P. 2009. The foreign exchange exposure of Chinese banks. China Economic Review, 20, 174-182. <a href= "https://doi.org/10.1016/j.chieco.2009.03.003" target="_blank" rel="noopener"> https://doi.org/10.1016/j.chieco.2009.03.003</a>
Young, M. S., & Graff, R. A. (1995). Real estate is not normal: a fresh look at real estate return distributions. Journal of Real Estate Finance and Economics, 10, 225-259. <a href= "https://doi.org/10.1007/BF01096940" target="_blank" rel="noopener"> https://doi.org/10.1007/BF01096940</a>
Young, M., Lee, S., & Devaney, S. (2006). Non-normal real estate return distributions by property type in the UK. Journal of Property Research, 23, 109-133. <a href= "https://doi.org/10.1080/09599910600800302" target="_blank" rel="noopener"> https://doi.org/10.1080/09599910600800302</a>
Young, A. T., Wiseman, T., & Hogan, T. L. (2014). Changing perceptions of maturity mismatch in the US banking system: evidence from equity markets. Southern Economic Journal, 18, 193-210. <a href= "https://doi.org/10.4284/0038–4038–2011.332" target="_blank" rel="noopener"> https://doi.org/10.4284/0038–4038–2011.332</a>
Yourougou, P. (1990). Interest-rate risk and the pricing of depository financial intermediary common stock: empirical evidence. Journal of Banking and Finance, 14, 803-820. <a href= "https://doi.org/10.1016/0378–4266(90)90077-F" target="_blank" rel="noopener"> https://doi.org/10.1016/0378–4266(90)90077-F</a>
Zhu, H. (2002). The case of the missing commercial real estate cycle. BIS Quarterly Review, September, 56-66.
Zhu, H. (2003). The importance of property markets for monetary policy and financial stability. IMF/BIS Conference on Real Estate Indicators and Financial Stability, 27–28 October 2003, Washington DC.
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Lee, M.-T., Kuo, S.-H., & Lee, M.-L. (2018). Real estate exposure of US banking industry stock returns: evidence from commercial and residential markets. International Journal of Strategic Property Management, 22(1), 12-23. https://doi.org/10.3846/ijspm.2018.319