Newly Revised Study of Daily Time Series Data Analysis of Market Prices
DOI:
https://doi.org/10.14738/assrj.98.12836Keywords:
ARIMA; Time Series; Daily Variation; Pandemic: Capital Markets, Capital MarketsAbstract
The purpose of this paper is to clarify the existence of time series characteristics of daily stock prices of securities marketed on organized exchanges. This study differs from previous studies where the focus was on index numbers of daily stock market prices rather than the actual prices of traded securities. Furthermore, this study is important because of the theory of market efficiency and its application to short term forecasting of closing prices of traded securities.
References
Balvers, R.J., Cosimano, T.F. and MacDonald, B. (1990) “Predicting Stock Returns in an Efficient Market.” Journal of Finance, 45, 1109-28.
Black, A. and Fraser, P. (1995) “UK Stock Returns: Predictability and Business Conditions.” The Manchester School Supplement, 85-102
Breen, W., L.R. Glosten, and R. Jagannathan (1990) “Predictable Variations in Stock Index Returns.” Journal of Finance, 44, 1177-89.
Campbell, J.Y. (1987) “Stock Returns and the Term Structure.” Journal of Financial Economics, 373-99.
Caporale, G.M. and L.A. Gil-Alana, (2002) “Fractional integration and mean reversion in stock prices,” Quarterly Review of Economics and Finance, 42, 3,599-609.
Clare, S.D., Thomas, S.H., and M.R. Wickens (1994) “Is the Gilt-Equity yield Ratio Useful for Predicting UK Stock Return?” Economic Journal, 104, 303-15.
Clare, A.D., Psaradakis, Z., and Thomas, S.H. (1995) “An Analysis of Seasonality in the UK Equity Market.” Economic Journal, 105, 398-409.
Dickey, D.A. and W.A. Fuller (1979) “Distribution of the Estimators for autoregressive Time Series with a Unit Root,” Journal of the American Statistical Association, 74,427-431.
Fama, E.F. (1955) “The Behavior of Stock Market Prices,” Journal of Business, 38, 34-105.
Fama, E.F. (1970) “Efficient Capital Markets: A Review of Theory and Empirical Work,” Journal of Finance, 38, 34-
Fama, E.F., and French, K.R. (1989) “Business Conditions and Expected Returns on Stocks and Bonds.” Journal of Financial Economics, 25, 23-49.
Francis, J.C. (1993) Management of Investments, New York: McGraw-Hill.
Granger, C.W.J. (1992) “Forecasting Stock Market Prices: Lessons for Forecasters.” International Journal of Forecasting, 8, 3-13.
Jarrett, J. (2022). Newly Revised Study of Daily Time Series Data Analysis of Market Prices. Advances in Social Sciences Research Journal, 9(8). 196-
Jarrett, J. & E. Kyper (2005) Evidence on the seasonality of stock market prices of firms traded on organized markets, Applied Economics Letters, 12:9, 537-543,
Jarrett, J.. & J. Schilling (2008) Daily variation and predicting stock market returns for the Frankfurter Börse (stock market), Journal of Business Economics and Management, 9:3, 189-198
Jarrett, Jeffrey and X. Pan (2020) “Multivariate Ewma Models and Monitoring Health Surveillance during a Pandemic,” Advance Research Journal Of Medical And Clinical Science 6, 5 .164-172
Kato, K. 1990a. “Weekly Patterns in Japanese Stock Returns.” Management Science, 36, 1031-1043.
Kato, K. 1990b. “Being a Winner in the Tokyo Stock Market.” Journal of Portfolio Management, 16, 52-56.
MacKinnon, J.G. (1991) “Critical Values for Cointegration Tests,” Chapter 13 in Long-run Economic Relationships: Readings in Cointegration, edited by R.F. Engle and C.W.J. Granger, Oxford University Press.
Mookerjee, R. and Q. Yu (1999) “Seasonality in Returns on the Chinese Stock Markets: The Case of Shanghai Shenzhen,” Global Finance Journal, 10, 93-105.
Pan X., Jarrett J.E. (2014) “The Multivariate EWMA Model and Health Care monitoring,” International Journal of Economics and Management Sciences 3(2):176. Doi: 10.4172/2162-
Pesaran, M.H. and Timmermann, A. (1995) “The Robustness and Economic Significance of Predictability of Stock Returns,” Journal of Finance, 50, 1201-1228.
Psarian, M.H. and Timberman, A. (2000) “A Recursive Modelling Approach to Predicting UK Stock Returns.” The Economic Journal, 110, 159-191.
Ray, B., Chen S. and J. Jarrett (1997), “Identifying Permanent and Temporary Components in Japanese Stock Prices,” Financial Engineering and the Japanese Markets, 4, 233-256.
Rothlein, C.J. and J. Jarrett (2002) “Seasonality in Prices of Japanese Common Stock.” International Journal of Business and Economics, 1, 21-31.
Said S.E. and E.A. Dickey (1984), “Testing for Unit Roots in Autoregressive Moving Average Models of Unknown Order,” Biometrika, 71, 599-607.
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