Shahzad, Syed Jawad Hussain and Zakaria, Muhammad and Raza, Naveed and Ali, Sajid (2014): On the Bank Stocks Return and Volatility: Tale of a South Asian Economy.
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Abstract
This paper examines Pakistani Banks stock return and volatility relationship with market, interest rate and foreign exchange rate. The study extensively applies different statistical approaches to model return and volatility relation. First, Ordinary Least Square (OLS) multiple regression model is applied for estimation of return relation. Further, Generalize Method of Movement (GMM) is applied to cater the endogeniety issue. Secondly, Due to presence of Conditional Heteroskedasticity, Weighted Least Square (WLS) and Generalize Auto Regression Conditional Heteroskedasticity - GARCH (1,1) estimation model is applied to estimate conditional return and volatility. Interest rate and foreign exchange rate have significant impact on unconditional and conditional bank stock returns under different model specifications. Market return is a determining factor in bank stock pricing. The results infer that bank volatility is significantly related with interest rate and foreign exchange rate risk. The volatility of bank stock returns is persistent with slower decay over time.
Item Type: | MPRA Paper |
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Original Title: | On the Bank Stocks Return and Volatility: Tale of a South Asian Economy |
English Title: | On the Bank Stocks Return and Volatility: Tale of a South Asian Economy |
Language: | English |
Keywords: | Bank stock returns, Market rate, Interest rate, Foreign exchange rate, GARCH, Pakistan |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G17 - Financial Forecasting and Simulation G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages G - Financial Economics > G2 - Financial Institutions and Services > G28 - Government Policy and Regulation |
Item ID: | 60155 |
Depositing User: | Mr Jawad Hussain Shahzad Syed |
Date Deposited: | 26 Nov 2014 06:49 |
Last Modified: | 27 Sep 2019 04:36 |
References: | Bollerslev, T., (1986). Generalized autoregressive conditional heteroskedasticity. Journal of Econometrics 31, 307–327. Chkili, W., Aloui, C., & Nguyen, D. K. (2012). Asymmetric effects and long memory in dynamic volatility relationships between stock returns and exchange rates. Journal of International Financial Markets, Institutions and Money, 22(4), 738-757. 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 & finance, 16(5), 983-1004. Flannery, M., James, C., (1984). The effect of interest rate changes on the common stock returns of financial institutions. The Journal of Finance 39, 1141–1153. Flannery, M., (1981). Market interest rates and commercial bank profitability: an empirical investigation. The Journal of Finance 34, 1085–1101. 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(3), 233-242. 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(3), 1328-1334. Ryan, S., & Worthington, A. C. (2002). Time-varying market, interest rate and exchange rate risk in Australian bank portfolio stock returns: a GARCH-M approach (No. 112). School of Economics and Finance, Queensland University of Technology. Saunders, A., Yourougou, P., (1990). Are banks special? The separation of banking from commerce and interest rate risk. Journal of Economics and Business 42, 171–182. Sweeney, R., Warga, A., (1986). The pricing of interest rate risk: evidence from the stock market. The Journal of Finance 41, 393–410. Walid, C., Chaker, A., Masood, O., & Fry, J. (2011). Stock market volatility and exchange rates in emerging countries: A Markov-state switching approach. Emerging Markets Review, 12(3), 272-292. Wetmore, J.L., Brick, J.R., (1994). Commercial bank risk: market interest rate, foreign exchange. Journal of Financial Research 17, 585–596. Yourougou, P., (1990). Interest rate and the pricing of depository financial intermediary common stock: empirical evidence. Journal of Banking & Finance 14, 803–820. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/60155 |