Modeling share prices of banks and bankrupts

Kitov, Ivan (2010): Modeling share prices of banks and bankrupts.

Abstract

Share prices of financial companies from the S&P 500 list have been modeled by a linear function of consumer price indices in the USA. The Johansen and Engle-Granger tests for cointegration both demonstrated the presence of an equilibrium long-term relation between observed and predicted time series. Econometrically, the pricing concept is valid. For several companies, share prices are defined only by CPI readings in the past. Therefore, our empirical pricing model is a deterministic one. For a few companies, including Lehman Brothers, AIG, Freddie Mac and Fannie Mae, negative share prices could be foreseen in May-September 2008. One might interpret the negative share prices as a sign of approaching bankruptcies.

• Item Type: MPRA Paper
• Language: English
• Keywords: share price, modeling, CPI, prediction, the USA, bankruptcy
• Subjects: G - Financial Economics > G1 - General Financial Markets; G - Financial Economics > G2 - Financial Institutions and Services; G - Financial Economics > G3 - Corporate Finance and Governance; E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates

References

Bureau of Labor Statistic. (2010). Consumer price index. Table, retrieved 01.02.2010 from http://www.bls.gov/data/.

Granger, C., Newbold, P. (1967). Spurious regression in econometrics. Journal of Econometrics, v. 2, pp. 111-120.

Hendry, D., Juselius, K. (2001). Explaining Cointegration Analysis: Part II. Energy Journal, v. 22, pp. 75-120

Johansen, S. (1988). Statistical analysis of cointegrating vectors. Journal of Economic Dynamics and Control, v. 12, pp. 231-254.

Kitov, I., (2009a). Does economics need a scientific revolution?, MPRA Paper 14476, University Library of Munich, Germany.

Kitov, I. (2009b). Predicting ConocoPhillips and Exxon Mobil stock price, Journal of Applied Research in Finance, v., issue 2(2), Winter 2009, pp.129-134.

Kitov, I. (2010). Deterministic mechanics of pricing. Saarbrucken, Germany: LAP LAMBERT Academic Publishing.

Kitov, I., Kitov, O. (2008). Long-Term Linear Trends In Consumer Price Indices, Journal of Applied Economic Sciences, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. III(2(4)_Summ), pp. 101-112.

Kitov, I., Kitov, O. (2009a). Sustainable trends in producer price indices, Journal of Applied Research in Finance, Spiru Haret University, Faculty of Financial Management and Accounting Craiova, vol. I(1(1)_ Summ), pp. 43-51.

Kitov, I., Kitov, O. (2009b). A fair price for motor fuel in the United States, MPRA Paper 15039, University Library of Munich, Germany.