Anticipated Volatility, Unanticipated Volatility Shocks, Excess Monthly Returns and Stock Market Behaviour of Pakistan
Abstract
An investor considers various factors to choose the financial assets. The portfolio theory suggests that risk, return, taxes, information and liquidity are vital factors in portfolio choice. The study is based on risk premium, uncertainty, shocks and volatility of Pakistan stock exchange market. The study has used monthly time series data of returns of ten sectors of Pakistan stock market ranging from 2006 to 2014 to measure the anticipated and unanticipated factors of risk, return and uncertainty. Using CAPM, it is pointed out that volatility factor is present and high in overall stock market and the level of volatility in different sectors of the market moves in the same direction which suggest that speculative activities are widely spread in every sector and in overall market as well.
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Abounoori, E., & Tour, M. (2019). Stock market interactions among Iran, USA, Turkey, and UAE. Physica A: Statistical Mechanics and its Applications, 524, 297-305. DOI: https://doi.org/10.1016/j.physa.2019.04.232
Aggarwal, R. (1979). Multinationality and stock market valuation: an empirical study of US markets and companies. Management International Review, 5-21.
Ahmad, E., & Rosser, B. J. (1995). Non-linear speculative bubbles in the Pakistan stock markets. Pakistan Development Review, 34(1), 25-41. DOI: https://doi.org/10.30541/v34i1pp.25-41
Ahmad, E., & Zaman, B. (2000). Risk, Uncertainty and Returns at the Karachi Stock Exchange. DOI: https://doi.org/10.35536/lje.2000.v5.i2.a6
Ahmad, E., & Zaman, B. U. (1999). Volatility and Stock Returns at Karachi Stock Exchange. Pakistan Economic and Social Review, 25-37.
Akhtar, S., & Khan, N. U. (2016). Modeling volatility on the Karachi Stock Exchange, Pakistan. Journal of Asia Business Studies, 10(3), 253-275. DOI: https://doi.org/10.1108/JABS-05-2015-0060
Akmal, M. S. (2007). Stock Returns and Inflation: An ARDL econometric investigation utilizing Pakistani data. Pakistan Economic and Social Review, 45(1), 89-105.
Atindéhou, R. B., & Gueyie, J. P. (2001). Canadian chartered banks’ stock returns and exchange rate risk. Management Decision, 39(4), 285-295. DOI: https://doi.org/10.1108/EUM0000000005463
Bagirov, M., & Mateus, C. (2019). Oil prices, stock markets and firm performance: Evidence from europe. International Review of Economics & Finance, 61, 270-288. DOI: https://doi.org/10.1016/j.iref.2019.02.007
Chiang, T. C. (2019). Economic policy uncertainty, risk and stock returns: Evidence from G7 stock markets. Finance Research Letters, 29(C), 41-49. DOI: https://doi.org/10.1016/j.frl.2019.03.018
Demirovic, A., Guermat, C., & Tucker, J. (2017). The relationship between equity and bond returns: An empirical investigation. Journal of Financial Markets, 35, 47-64. DOI: https://doi.org/10.1016/j.finmar.2017.08.001
Dockery, E., Vergari, D., & Vergari, F. (2001). Explaining the behaviour of stock prices in an emerging market: an empirical analysis of the Greek stock market. Managerial Finance, 27(1/2), 82-98. DOI: https://doi.org/10.1108/03074350110767510
El‐Masry, A., & Hyde, S. (2007). The response of industry stock returns to market, exchange rate and interest rate risks. Managerial Finance. DOI: https://doi.org/10.1108/03074350710776244
Fabozzi, F. J., & Modigliani, F. (2003). Capital markets: institutions and instruments. Pearson College Division.
Farooq, M. T., Keung, W. W., & Kazmi, A. A. (2004). Linkage between Stock Market Prices and Exchange Rate: A Causality Analysis for Pakistan [with Comments]. The Pakistan Development Review, 639-649. DOI: https://doi.org/10.30541/v43i4IIpp.639-649
Garlappi, L., Shu, T., & Yan, H. (2006). Default risk, shareholder advantage, and stock returns. The Review of Financial Studies, 21(6), 2743-2778. DOI: https://doi.org/10.1093/rfs/hhl044
Gitman, L. J., Juchau, R., & Flanagan, J. (2015). Principles of managerial finance. Pearson Higher Education AU.
Gourène, G. A. Z., Mendy, P., & Ake, G. M. N. G. (2019). Multiple time-scales analysis of global stock markets spillovers effects in African stock markets. International Economics, 157, 82-98. DOI: https://doi.org/10.1016/j.inteco.2018.09.001
Habib-Ur-Rahman, & Mohsin, H. M. (2012). Momentum effect: empirical evidence from Karachi stock exchange. The Pakistan development review, 449-461. DOI: https://doi.org/10.30541/v51i4IIpp.449-462
Haesen, D., Houweling, P., & van Zundert, J. (2017). Momentum spillover from stocks to corporate bonds. Journal of Banking & Finance, 79, 28-41. DOI: https://doi.org/10.1016/j.jbankfin.2017.03.003
Husain, F., & Mahmood, T. (2001). The stock market and the economy in Pakistan. The Pakistan Development Review, 107-114. DOI: https://doi.org/10.30541/v40i2pp.107-114
Husain, F., & Uppal, J. (1998). Distribution of stock returns in an emerging market: The Pakistani market. Pakistan Economic and Social Review, 47-72.
Hussain, F., & Qasim, M. A. (1997). The Pakistani equity market in 50 years: a review. The Pakistan Development Review, 863-872. DOI: https://doi.org/10.30541/v36i4IIpp.863-872
Javaira, Z., & Hassan, A. (2015). An examination of herding behavior in Pakistani stock market. International journal of emerging markets, 10(3), 474-490. DOI: https://doi.org/10.1108/IJoEM-07-2011-0064
Javid, A. Y., & Ahmad, E. (2011). Asset pricing behaviour with dual-beta in case of Pakistani stock market. The Pakistan Development Review, 95-118. DOI: https://doi.org/10.30541/v50i2pp.95-118
Khan, S. U., & Hijzi, S. T. (2009). Single stock futures trading and stock price volatility: Empirical analysis. The Pakistan Development Review, 48(4-II), pp-553. DOI: https://doi.org/10.30541/v48i4IIpp.553-563
Khilji, N. M., & Nabi, I. (1993). The Behaviour of Stock Returns in an Emerging Market: A Case Study of Pakistan [with Comments]. The Pakistan Development Review, 32(4), 593-604. DOI: https://doi.org/10.30541/v32i4IIpp.593-604
Kumar, R. (2018). Risk, uncertainty and stock returns predictability–a case of emerging equity markets. Journal of Financial Economic Policy, 10(4), 438-455. DOI: https://doi.org/10.1108/JFEP-08-2017-0075
Lee, C. L. (2017). An examination of the risk-return relation in the Australian housing market. International Journal of Housing Markets and Analysis, 10(3), 431-449. DOI: https://doi.org/10.1108/IJHMA-07-2016-0052
Lin, F. L., Yang, S. Y., Marsh, T., & Chen, Y. F. (2018). Stock and bond return relations and stock market uncertainty: evidence from wavelet analysis. International Review of Economics & Finance, 55, 285-294. DOI: https://doi.org/10.1016/j.iref.2017.07.013
Loudon, G. (2017). The impact of global financial market uncertainty on the risk-return relation in the stock markets of G7 countries. Studies in Economics and Finance, 34(1), 2-23. DOI: https://doi.org/10.1108/SEF-05-2013-0069
Lyócsa, Š., Molnár, P., & Plíhal, T. (2019). Central bank announcements and realized volatility of stock markets in G7 countries. Journal of International Financial Markets, Institutions and Money, 58, 117-135. DOI: https://doi.org/10.1016/j.intfin.2018.09.010
Maghyereh, A. I., & Al-Zoubi, H. A. (2008). The tail behavior of extreme stock returns in the Gulf emerging markets: An implication for financial risk management. studies in Economics and Finance, 25(1), 21-37. DOI: https://doi.org/10.1108/10867370810857540
Messis, P., & Zapranis, A. (2014). Herding behaviour and volatility in the Athens Stock Exchange. The Journal of Risk Finance, 15(5), 572-590. DOI: https://doi.org/10.1108/JRF-04-2014-0054
Mohammad Khan Ghauri, S. (2014). Determinants of changes in share prices in banking sector of Pakistan. Journal of Economic and Administrative Sciences, 30(2), 121-130. DOI: https://doi.org/10.1108/JEAS-05-2013-0014
Moore, T. (2007). The Euro and stock markets in Hungary, Poland, and UK. Journal of Economic Integration, 69-90. DOI: https://doi.org/10.11130/jei.2007.22.1.69
Mustafa, K., & Nishat, M. (2010). Risk, return and trading volume relationship in an emerging stock market: a case study of Karachi stock exchange. Savings and Development, 147-168.
Prasad, N., Grant, A., & Kim, S. J. (2018). Time varying volatility indices and their determinants: Evidence from developed and emerging stock markets. International Review of Financial Analysis, 60, 115-126. DOI: https://doi.org/10.1016/j.irfa.2018.09.006
Rashid, A., & Hamid, F. (2015). Downside risk analysis of returns on the Karachi Stock Exchange. Managerial Finance, 41(9), 940-957. DOI: https://doi.org/10.1108/MF-09-2014-0245
Raza, S. A., Jawaid, S. T., Afshan, S., & Karim, M. Z. A. (2015). Is stock market sensitive to foreign capital inflows and economic growth? Evidence from Pakistan. Journal of Chinese Economic and Foreign Trade Studies, 8(3), 142-164. DOI: https://doi.org/10.1108/JCEFTS-03-2015-0012
Robinson, J. (2005). Stock price behaviour in emerging markets: Tests for weak form market efficiency on the Jamaica Stock Exchange. Social and Economic Studies, 51-69. DOI: https://doi.org/10.2139/ssrn.2845446
Shahzad, S. J. H., Raza, N., Shahbaz, M., & Ali, A. (2017). Dependence of stock markets with gold and bonds under bullish and bearish market states. Resources Policy, 52, 308-319. DOI: https://doi.org/10.1016/j.resourpol.2017.04.006
Sharif, S. (2015). Market reaction to the Karachi stock exchange floor imposition. South Asian Journal of Global Business Research, 4(2), 275-291. DOI: https://doi.org/10.1108/SAJGBR-06-2014-0039
Simlai, P. (2009). Stock returns, size, and book-to-market equity. Studies in Economics and Finance, 26(3), 198-212. DOI: https://doi.org/10.1108/10867370910974026
Singhania, M., & Prakash, S. (2014). Volatility and cross correlations of stock markets in SAARC nations. South Asian Journal of Global Business Research, 3(2), 154-169. DOI: https://doi.org/10.1108/SAJGBR-04-2012-0056
Sohail, N., & Hussain, Z. (2009). Long-Run and Short-Run Relationship between Macroeconomic Variables and Stock Prices in Pakistan. Pakistan Economic and Social Review, 47(2), 183-198.
Tissaoui, K., & Azibi, J. (2019). International implied volatility risk indexes and Saudi stock return-volatility predictabilities. The North American Journal of Economics and Finance, 47, 65-84. DOI: https://doi.org/10.1016/j.najef.2018.11.016
Van Horne James, C. (2002). Financial Management & Policy, 12/E. Pearson Education India.
Yong Fu, T., Holmes, M. J., & Choi, D. F. (2011). Volatility transmission and asymmetric linkages between the stock and foreign exchange markets: A sectoral analysis. Studies in Economics and Finance, 28(1), 36-50. DOI: https://doi.org/10.1108/10867371111110543
Zou, H., & Adams, M. B. (2008). Corporate ownership, equity risk and returns in the People's Republic of China. Journal of International Business Studies, 39(7), 1149-1168. DOI: https://doi.org/10.1057/palgrave.jibs.8400394

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