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Review Article

Analysing stock market data—Market sentiment approach and its measures

ORCID Icon & | (Reviewing Editor)
Article: 1367147 | Received 12 May 2017, Accepted 08 Aug 2017, Published online: 23 Aug 2017

References

  • Baker, M. P., & Stein, J. C. (2004). Market liquidity as a sentiment indicator. Journal of Financial Markets, 7, 271–299.10.1016/j.finmar.2003.11.005
  • Baker, M. P., & Wurgler, J. (2004). Investor sentiment and the cross-section of stock returns (NBER Working paper No. 10449). Cambridge, MA: National Bureau of Economic Research.10.3386/w10449
  • Blake, D. (2005). Financial market analysis (2nd ed.). Chichester: Wiley & Sons Ltd.
  • Bollerslev, A. T. (1987). A conditional heteroscedastic time series model for speculative prices and rates of return. The Review of Economics and Statistics, 69, 542–547.10.2307/1925546
  • Bregman, L. M. (1967). The relaxation method of finding the common points of convex sets and its application to the solution problems in convex programming. USSR Computational Mathematics and Mathematical Physics, 7, 200–217.
  • Brown, G. W. (1999). Volatility, sentiment and noise traders. Financial Analysts Journal, 55, 82–90.10.2469/faj.v55.n2.2263
  • Brown, G. W., & Cliff, M. T. (2004). Investor sentiment and the near-term stock market. Journal of Empirical Finance, 11, 1–27.10.1016/j.jempfin.2002.12.001
  • Cressie, N., & Read, T. C. (1984). Multinomial goodness-of-fit tests. Journal of the Royal Statistical Society, 46, 440–464.
  • Engle, F. R. (1982). Autoregressive conditional heteroscedasticity with estimates of the variance of United Kingdom inflation. Econometrica, 987–1008.10.2307/1912773
  • Fisher, K. L., & Statman, M. (2000). Investor sentiment and stock returns. Financial Analysts Journal, 56, 16–23.10.2469/faj.v56.n2.2340
  • Grant, E. L., & Leavenworth, R. S. (1980). Statistical quality control. New York, NY: McGraw Hill.
  • Gujarati, D. N. (2003). Basic econometrics. New York, NY: McGraw Hill.
  • Hirshleifer, D., & Shumway, T. (2003). Good day sunshine: Stock returns and the weather. The Journal of Finance, 58, 1009–1032.10.1111/1540-6261.00556
  • Hull, C. J. (2003). Options, futures and other derivatives (5th ed.). Englewood Cliffs: Prentice Hall.
  • Hull, J. C. (2012). Options, future and other derivatives (8th ed.). Englewood Cliffs: Pearson Education.
  • Islam, M. A. (2013). Estimating volatility of stock index returns by using symmetric GARCH models. Middle-East Journal of Scientific Research, 18, 991–999.
  • Lee, C. M. C., & Kumar, A. (2006). Retail investor sentiment and return co-movements. Journal of Finance, 56, 2451–2486.
  • Lee, W. Y., Jiang, C. X., & Indro, D. (2002). Stock market volatility, excess returns, and the role of investor sentiment. Journal of Banking and Finance, 26, 2277–2299.10.1016/S0378-4266(01)00202-3
  • Rao, M. S., & Moseki, K. K. (2009). A probalistic approach to categorise equity index volatility. Management Dyanamics, 18, 22–34.
  • Rao, M. S., & Moseki, K. K. (2011). Analysing volatility in equity indices—A Markov approach for botswana domestic company indices. South African Journal of Industrial Engineering, 22, 83–98.
  • Rao, K. S., & Ramachandran, A. (2014). Exchange rate market sentiment analysis of major global currencies. Open Journal of Statistics, 4, 49–69.10.4236/ojs.2014.41006
  • Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27, 623–656.10.1002/bltj.1948.27.issue-4
  • Sheldon, N. (1994). Option volatility & pricing: Adavanced trading strategies and techniques. New York, NY: McGraw Hill Professional.
  • Shiller, R. J. (1999). Human behavior and the efficiency of the financial system. In J. Taylor & M. Woodford (Eds.), Handbook of macroeconomics (pp. 1305–1340). Amsterdam: Elsevier B.V.
  • Wang, Y. H., Keswani, A., & Taylor, S. (2006). The relationships between sentiment, returns and volatility. International Journal of Forecasting, 22, 109–123.10.1016/j.ijforecast.2005.04.019
  • Yoshinaga, C. E., & de Castro, Jr., F. F. (2012). The relationship between market sentiment index and stock rates of return: A panel data analysis. BAR, Rio de Janeiro, 9, 189–210.