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Ranking the Trading Symbols of the Largest Companies Listed in the Tehran Stock Exchange Based on the Probability of Informed Trade Criteria | ||
| Iranian Economic Review | ||
| دوره 24، شماره 3، آذر 2020، صفحه 567-589 اصل مقاله (1.15 M) | ||
| شناسه دیجیتال (DOI): 10.22059/ier.2020.77638 | ||
| نویسنده | ||
| Mohammad Mirbagherijam* | ||
| Department of Industrial Engineering and Management, Shahrood University of Technology, Semnan, Iran. | ||
| چکیده | ||
| In this paper, trading symbols of the 30 largest companies listed in the Tehran Stock Exchange (TSE) were ranked based on the asymmetry information risk. Using the Ersan and Alici (2016) modified clustering algorithm (EA), we estimated the probability of informed trading (PIN) to measure the asymmetry information among traders for each trading symbol and trading day through a two-year horizon from 20th March 2015 to 19th March 2017. Furthermore, we used the analysis of variance (ANOVA) method to determine the source of variation in the estimated PIN. The results showed that the estimated PIN is less than 0.1 for 88.2% of the firms-trading days, and that is equal to zero for 60% of the firms-trading days. Symbol trade “MAPN” is traded with the status of full asymmetric information in about 75% of its trading days. Factor weekdays have no significant effect on changing the PIN index. The annual average of the estimated PIN index for the first year is significantly less than the second year. The effects of firm specification on the PIN value will be disappeared after one year. | ||
| کلیدواژهها | ||
| Analysis of Variance (ANOVA)؛ Measure of Asymmetry Information؛ Probability of Informed Trading (PIN)؛ Ranking of Trading Symbols؛ Tehran Stock Exchange | ||
| مراجع | ||
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Abad, D., & Yagüe, J. (2012). From Pin to Vpin: An Introduction to Order Flow Toxicity. The Spanish Review of Financial Economics, 10(2), 74–83.
Akerlof, G. A. (1978). The Market for “Lemons”: Quality Uncertainty and the Market Mechanism. Uncertainty in Economics, 235, 237-251.
Auronen, L. (2003). Asymmetric Information: Theory and Applications. Seminar of Strategy and International Business as Helsinki University of Technology, Retrieved from http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.198.9252&rep=rep1&type=pdf
Brown, S., & Hillegeist, S. A. (2007). How Disclosure Quality Affects the Level of Information Asymmetry. Review of Accounting Studies, 12(2–3), 443–477.
Celik, D., & Tinii, M. (2016). InfoTrad: An Extensive R Package for Estimating the Probability of Informed Trading. SSRN Electronic Journal, Retrieved from https://doi.org/10.2139/ssrn.2889323
Chang, S. S., Chang, L. V., & Wang, F. A. (2014). A Dynamic Intraday Measure of the Probability of Informed Trading and Firm-specific Return Variation. Journal of Empirical Finance, 29, 80–94.
Chen, Y., & Zhao, H. (2012). Informed Trading, Information Uncertainty, and Price Momentum. Journal of Banking & Finance, 36(7), 2095–2109.
Clarke, J., & Shastri, K. (2001). On Information Asymmetry Metrics. SSRN Electronic Journal, Retrieved from https://doi.org/10.2139/ssrn.251938
Duarte, J., & Young, L. (2009). Why Is Pin Priced? Journal of Financial Economics, 91(2), 119-138.
Easley, D., Hvidkjaer, S., & O’Hara, M. (2010). Factoring Information into Returns. Journal of Financial and Quantitative Analysis, 45(02), 293–309.
Easley, D., López de Prado, M. M., & O’Hara, M. (2012). Flow Toxicity and Liquidity in a High-frequency World. Review of Financial Studies, 25(5), 1457–1493.
Ersan, O., & Alıcı, A. (2016). An Unbiased Computation Methodology for Estimating the Probability of Informed Trading (PIN). Journal of International Financial Markets, Institutions, and Money, 43, 74–94.
Gan, Q., Wei, W. C., & Johnstone, D. (2017). Does the Probability of Informed Trading Model Fit Empirical Data? Financial Review, 52(1), 5–35.
---------- (2015). A Faster Estimation Method for the Probability of Informed Trading Using Hierarchical Agglomerative Clustering. Quantitative Finance, 15(11), 1805-1821.
Gilson, S. C., Healy, P. M., Noe, C. F., & Palepu, K. (1997). Information Effects of Spin-offs, Equity Carve-outs, and Targeted Stock Offerings. SSRN Electronic Journal, Retrieved from https://doi.org/10.2139/ssrn.42904
Hwang, L.-S., Lee, W.-J., Lim, S.-Y., & Park, K.-H. (2013). Does Information Risk Affect the Implied Cost of Equity Capital? An Analysis of PIN and Adjusted PIN. Journal of Accounting and Economics, 55(2–3), 148–167.
Kang, M., & Nam, K. (2015). Informed Trade and Idiosyncratic Return Variation. Review of Quantitative Finance and Accounting, 44(3), 551-572.
Kordi Tamandani, A. (2017). The Effect of Information Asymmetric Risk on Stock Returns and Volume of Transactions of Selected Companies in Tehran Stock Exchange (Master's Thesis, University of Sistan and Baluchestan, Iran). Retrieved from https://ganj-beta.irandoc.ac.ir
---------- (2016). Measure the Asymmetric Information Risk and Ranking the Accepted Companies in Tehran Stock Exchange by Using the Probability of Informed Trade Criteria (PIN) (Master's Thesis, University of Sistan and Baluchestan, Iran). Retrieved from https://ganj-beta.irandoc.ac.ir
Krishnaswami, S., & Subramaniam, V. (1999). Information Asymmetry, Valuation, and the Corporate Spin-off Decision. Journal of Financial Economics, 53(1), 73–112.
Lof, M., & Bommel, V. (2018). Asymmetric Information and the Distribution of Trading Volume. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3106595
Nyholm, K. (2002). Estimating the Probability of Informed Trading. Journal of Financial Research, 25(4), 485-505.
Paparizos, P., Dimitriou, D., Kenourgios, D., & Simos, T. (2016). On High-frequency Dynamics between Information Asymmetry and Volatility for Securities. The Journal of Economic Asymmetries, 13, 21–34.
Petchey, J., Wee, M., & Yang, J. (2016). Pinning Down an Effective Measure for Probability of Informed Trading. Pacific-Basin Finance Journal, 40, 456–475.
Rothschild, M., & Stiglitz, J. (1978). Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information. Uncertainty in Economics, 257, 259–280.
Sankaraguruswamy, S., Shen, J., & Yamada, T. (2013). The Relationship between the Frequency of News Release and the Information Asymmetry: The Role of Uninformed Trading. Journal of Banking & Finance, 37(11), 4134–4143.
Spence, M. (1978). Job Market Signaling. Uncertainty in Economics, 281, 283-306.
William Lin, H. W., & Ke, W. C. (2011). A Computing Bias in Estimating the Probability of Informed Trading. Journal of Financial Markets, 14(4), 625–640.
Yan, Y., & Zhang, S. (2012). An Improved Estimation Method and Empirical Properties of the Probability of Informed Trading. Journal of Banking & Finance, 36(2), 454–467. | ||
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