Time series models are widely used in economics today; especially the nonlinear models under the stationary and non-stationary frameworks for forecasting future patterns. This study sheds light on stock market performance between the Colombo stock exchange (CSE) and Nigeria stock exchange (NSE) from January 2007 to May 2013 under the comparative purposes. Miscellaneous types of statistical techniques were widely used. The study results clearly suggested that the price movement in CSE is more volatile than NSE.
R.M. Kapila Tharanga Rathnayaka: School of Economics, Wuhan University of Technology, Wuhan, P.R. China., Department of Physical Science & Technology, Faculty of Applied Science, Sabaragamuwa University of Sri Lanka,Sri Lanka, kapila.tr@gmail.com
D.M. K. N. Seneviratna: School of Economics, Wuhan University of Technology, Wuhan, P.R.China., Department of Interdisciplinary Studies, Faculty of Engineering, University of Ruhuna, Sri Lanka.kseneviratna@gmail.com
R.M. Kapila Tharanga Rathnayaka, D.M. K. N. Seneviratna "A Comparative Analysis of Stock Price Behaviors on the Colombo and Nigeria Stock Exchanges" International Journal of Business, Economics and Managment Works, Vol. 1, Issue. 2, PP. 12-16, Dec. 2014.
[1] Rathnayaka, R.M. K. T. and Seneviratne, D.M.K.N. and Wang, Z.J., “An Investigation of Statistical Behaviors of the Stock Market Fluctuations in the Colombo Stock Market: ARMA & PCA Approach”, Journal of Scientific Research & Reports 3(1): 130-138, 2014.
[2] Samarathunga, D. (2008). “Stock market efficiency and integration: A study of eight economies in the Asia-Pacific region”. Central Bank of Sri Lanka, Staff studies, 83 (1&2), 95-117.
[3] Jayathileke, P. M. B., and Rathnayaka, R.M. K. T. “Testing the Link between Inflation and Economic Growth: Evidence from Asia”, Modern Economy,4, 87.
[4] Abeysekera, S.P. (2001). “Efficient market hypothesis and the emerging capital market in Sri Lanka: Evidence from the Colombo stock exchange-A note”. Journal of Business Finance and Accounting, (28), 249-261.
[5] Bandara, W.M.G. (1999). “Behaviour of share index returns of the Colombo stock exchange: An empirical study”. Proceedings of the annual research sessions of the faculty of graduate studies, University of Sri Jayewardenepura, 183-196.
[6] Kumar, A. (2011), “An empirical analysis of causal relationship between stock market and macroeconomic variables in India” IJCSMS International Journal of Computer Science &Management Studies, 11 (01) 253-260.
[7] Rathnayaka, R.M. K. T. and Wang, Z.J., “Influence of Family Status on the Dietary Patterns and Nutritional Levels of Children”, Food and Nutrition Sciences, 2012.
[8] Rathnayaka, R.M. K. T. and Wang, Z.J., “Enhanced Greedy Optimization Algorithm with Data Warehousing for Automated Nurse Scheduling System”, E-Health Telecommunication Systems and Networks 1.04 (2012): 43.
[9] Peiris, T.U.I, Peiris, T.S.G.(2011). “Measuring stock market volatility in an emerging economy”, ICBI, 2011/A&F 152.pdf.
[10] Rathnayaka, R.M. K. T. and Seneviratne, D.M.K.N, “G M (1, 1) Analysis and Forecasting for Efficient Energy Production and Consumption”, International Journal of Business, Economics and Managment Works, Kambohwell Publisher Enterprises, 1 (1), 6-11, 2014.
[11] Poshakwale, S, Alexakis, C, Patra, T. (2010). “Predictability of Stock Returns using Financial Statement Information: Evidence on Semi-strong Efficiency of Emerging Greek Stock Market”, Applied Financial Economics, 20, 16, 1321-1326.
[12] ZhuKong , Li J.J. (2010). “Studies of discriminant analysis and logistic regression model application in credit risk for China’s listed companies”. Management Studies and Engeneering, (4), 24-32.
[13] Rathnayaka, R.M. K. T. and Seneviratne, D.M.K.N, and Nagahawatta, S.C. “Statistical Techniques Approach For Evaluating The Market Fluctuations; The Case Study In Colombo Stock Exchange ”, International Conference on Business & Information 2013 , ISBN 978-955-4563-17-9 .
[14] Rathnayaka, R. M. Kapila Tharanga and Wang, Zhong Jun and Seneviratna, D.M Kumudu Nadeeshani and Nagahawatta, Sachini Chandima, An Econometric Evaluation of Colombo Stock Exchange: Evidence from ARMA & PCA Approach (2013). Proceedings of the 2nd International Conference on Management and Economics, 2013.
[15] R.M Kapila Tharanga Rathnayaka, D.M K. N. Seneviratna and S.C. Nagahawatta, “Empirical Investigation of Stock Market Behaviour in the Colombo Stock Exchange”, 3rd International Conference on Management and Economics, (ICME) University of Ruhuna, Sri lanka, 209-216,2014, ISBN 978-955-1507-30-5.
[16] Chan, K.C., Gup, B.E., & Pan Ming-shium.(1992). An Empirical Analysis of Stock Prices in Major Asian Markets and United States. The financial Review, 27,2, 289-307
[17] Rathnayaka, R.M. K. T. and Wang, Z.J., “Prevalence and effect of personal hygiene on transmission of helminthes infection among primary school children living in slums”, International Journal of Multidisciplinary Research Journal; ZENITH, ISSN: 2231-5780, Vol 02, April 2012.
[18] Lin, W.L. (1992), “Alternative estimators for factor GARCH models – a Monte Carlo comparison” Journal of Applied Econometrics 7, 259–279.
[19] Antoniou, A., Ergul, N., Holmes, P. (1997). “Market efficiency, thin trading and non-linear behaviour: Evidence from an emerging market”. European Financial Management, 3 (2), 175-190.
[20] R.M. Kapila Tharanga Rathnayaka, Wei Jianguo and D.M.K.N Seneviratne, “Geometric Brownian Motion with Ito lemma Approach to evaluate market fluctuations: A case study on Colombo Stock Exchange”, 2014 International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC’2014- IEEE), Shanghai, China, 2014.
[21] Durbin, J. and S. J. Koopman (2001). Time Series Analysis by State Space Methods. Oxford: Oxford University Press.
[22] Goonatilake, R., and Herath, S. (2007), “The volatility of the stock market and news” , International Research Journal of Finance and Economics”, (11) ,45-60.
[23] Gujarati, D. N. (2004). “Basic econometrics”, New Delhi: Tata McGraw-Hill.
[24] Pallegedara, A. (2012), “Dynamic relationships between stock market performance and short term interest rate empirical evidence form Sri Lanka”, MPRA, 40773
[25] Kerby, A., Lawrence, J. (2010), “A multivariate statistical analysis of stock trends”, MI. Oxford, 3, 55-80.
[26] Rathnayaka, R.M. K. T., and Wang, Z.J., “Enhanced Greedy Optimization Algorithm with Data Warehousing for Automated Nurse Scheduling System”, E-Health Telecommunication Systems and Networks 1.04 (2012): 43.
[27] Conrad, K. & Juttner, D.J. (1973). “Recent behaviour of stock market prices in Germany and the random walk hypothesis”, Kyklos, 26 (3), 576-599.
[28] R.M Kapila Tharanga Rathnayaka, Wei Jianguo and S.C. Nagahawatta “A Review on Geometric Brownian motion for forecasting the Daily Share Prices in CSE”, KDU International Research Conference, General Sir John Kotelawala Defence University, Sri Lanka, (2104).
[29] Rathnayaka, R.M. K. T., and Wang, Z.J., “Influence of Family Status on the Dietary Patterns and Nutritional Levels of Children”, Food and Nutrition Sciences 2012 (2012).
[30] Fama, E.F. (1965), “The behavior of stock-market prices”, The Journal of Business, 38 (1), 34-105.
[31] Rathnayaka, R.M. K. T., “Cross-Cultural Dimensions of Business Communication: Evidence from Sri Lanka”, International Review of Management and Business Research, 3(3), 1579-1587, 2014; ISSN: 2306-9007, 2014.
[32] Seneviratne, D. M. K. N. & Jianguo, W.,2013. Analyzing the causal relationship between stock prices and selected macroeconomic variables:evidence from Sri Lanka , ZIJBEMR, Vol.3 (9),1-10.