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Proje Grubu: SOBAG Sayfa Sayısı: 69 Proje No: 117K908 Proje Bitiş Tarihi: 01.06.2019 Metin Dili: Türkçe İndeks Tarihi: 10-02-2020

Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi

Öz:
Bu proje finans piyasalarında faaliyet gösteren yatırımcı ve işlemci türlerini sınıflandırmakta, verilerden yola çıkarak tespit etmekte ve birbirleriyle ilişkilerini ve piyasaya olan etkilerini ortaya koymaktadır. Bu amaçla, önce geniş bir internet taramasıyla bu yatırımcı/işlemci türleri listelenmiş, literatüre de atıfla tanımları yapılmış ve gruplanmıştır. İkinci olarak, Borsa İstanbul?da önemli yatırımcı gruplarından bireysel ve tüzel yatırımcıların, aracı kurumların ve yerel fonların günlük ve gün içi sergilediği sürü davranışı derinlemesine incelenmiştir. Son kısımda, gün içi verilerden yola çıkarak ve belli algoritmalar geliştirilerek, ?özel bilgili? işlemciler, yüksek frekanslı işlem (HFT) yapanlar, sürü davranışı sergileyenler, küçük/büyük işlemciler, yerli/yabancı yatırımcılar işlem bazında tanımlanmış, bunların işlemlerdeki payı günlük ve gün içi olarak ölçülmüş ve birbirlerini ve piyasayı etkileme durumu bir vektör otoregresyon (VAR) modeli çerçevesinde incelenmiştir.
Anahtar Kelime: yabancı yatırımcı yüksek frekanslı işlemler sürü davranışı işlemci yatırımcı işlem büyüklüğü

Konular: İşletme İşletme Finans
Erişim Türü: Erişime Açık
  • Admati, A. R., & Pfleiderer, P. (1988). A theory of intraday patterns: Volume and price variability. The Review of Financial Studies, 1(1), 3-40.
  • Ahern, K. R. (2017). Information networks: Evidence from illegal insider trading tips. Journal of Financial Economics, 125(1), 26-47.
  • Aitken, M., Cumming, D., & Zhan, F. (2014). Trade size, high-frequency trading, and colocation around the world. European Journal of Finance, 1-21.
  • Aktas, O. U., & Kryzanowski, L. (2014). Trade classification accuracy for the BIST. Journal of International Financial Markets, Institutions and Money, 33, 259-282.
  • Angel, J. J., Harris, L. E., & Spatt, C. S. (2011). Equity trading in the 21st century. The Quarterly Journal of Finance, 1(01), 1-53.
  • Angela-Maria, F., Maria, P. A., & Miruna, P. M. (2015). An empirical investigation of herding behavior in CEE stock markets under the global financial crisis. Procedia Economics and Finance, 25, 354-361.
  • Arouri, M. E. H., Bellando, R., Ringuedé, S., & Vaubourg, A. G. (2013). Herding in French stock markets: Empirical evidence from equity mutual funds. Bankers Markets & Investors: an academic & professional review, (127), 42-58.
  • Avery, C., & Zemsky, P. (1998). Multidimensional uncertainty and herd behavior in financial markets. American Economic Review, 88(4), 724-748.
  • Back, K., Cao, C. H., & Willard, G. A. (2000). Imperfect competition among informed traders. The Journal of Finance, 55(5), 2117-2155.
  • Banerjee, A. V. (1992). A simple model of herd behavior. Quarterly Journal of Economics, 107(3), 797-817.
  • Banerjee, S., & Green, B. (2015). Signal or noise? Uncertainty and learning about whether other traders are informed. Journal of Financial Economics, 117(2), 398-423.
  • Belgacem, A., & Lahiani, A. (2013). Herding Behavior Around US Macroeconomic Announcements. Journal of Applied Business Research, 29(5), 1401.
  • Bernile, G., Hu, J., & Tang, Y. (2016). Can information be locked up? Informed trading ahead of macro-news announcements. Journal of Financial Economics, 121(3), 496-520.
  • Bikhchandani, S., & Sharma, S. (2000). Herd behavior in financial markets. IMF Staff Papers, 279-310.
  • Bikhchandani, S., Hirshleifer, D., & Welch, I. (1992). A theory of fads, fashion, custom, and cultural change as informational cascades. Journal of Political Economy, 100(5), 992-1026.
  • Blasco, N., Corredor, P., & Ferreruela, S. (2012). Does herding affect volatility? Implications for the Spanish stock market. Quantitative Finance, 12(2), 311-327.
  • Bowe, M., & Domuta, D. (2004). Investor herding during financial crisis: A clinical study of the Jakarta Stock Exchange. Pacific-Basin Finance Journal, 12(4), 387-418.
  • Brogaard, J. (2010). High frequency trading and its impact on market quality. Northwestern University Kellogg School of Management Working Paper, 66.
  • Brogaard, J., Hendershott, T., & Riordan, R. (2014). High-frequency trading and price discovery. The Review of Financial Studies, 27(8), 2267-2306.
  • Budish, E., Cramton, P., & Shim, J. (2015). The high-frequency trading arms race: Frequent batch auctions as a market design response. The Quarterly Journal of Economics, 130(4), 1547-1621.
  • Carrion, A. (2013). Very fast money: High-frequency trading on the NASDAQ. Journal of Financial Markets, 16(4), 680-711.
  • Chakrabarty, B., Moulton, P. C., & Shkilko, A. (2012). Short sales, long sales, and the Lee– Ready trade classification algorithm revisited. Journal of Financial Markets, 15(4), 467-491.
  • Chan, K., Menkveld, A. J., & Yang, Z. (2007). The informativeness of domestic and foreign investors’ stock trades: Evidence from the perfectly segmented Chinese market. Journal of Financial Markets, 10(4), 391-415.
  • Chang, C. H., & Lin, S. J. (2015). The effects of national culture and behavioral pitfalls on investors' decision-making: Herding behavior in international stock markets. International Review of Economics & Finance, 37, 380-392.
  • Chang, E. C., Cheng, J. W., & Khorana, A. (2000). An examination of herd behavior in equity markets: An international perspective. Journal of Banking & Finance, 24(10), 1651-1679.
  • Chang, S. S., & Wang, F. A. (2019). Informed contrarian trades and stock returns. Journal of Financial Markets, 42, 75-93.
  • Choe, H., Kho, B. C., & Stulz, R. M. (1999). Do foreign investors destabilize stock markets? The Korean experience in 1997. Journal of Financial Economics, 54(2), 227-264.
  • Choe, H., Kho, B. C., & Stulz, R. M. (2005). Do domestic investors have an edge? The trading experience of foreign investors in Korea. The Review of Financial Studies, 18(3), 795-829.
  • Choi, N., & Sias, R. W. (2009). Institutional industry herding. Journal of Financial Economics, 94(3), 469-491.
  • Choi, N., & Skiba, H. (2015). Institutional herding in international markets. Journal of Banking & Finance, 55, 246-259.
  • Christie, W. G., & Huang, R. D. (1995). Following the pied piper: Do individual returns herd around the market? Financial Analysts Journal, 51(4), 31-37.
  • Clements, A., Hurn, S., & Shi, S. (2017). An empirical investigation of herding in the US stock market. Economic Modelling, 67, 184-192.
  • Cohen, L., Malloy, C., & Pomorski, L. (2012). Decoding inside information. The Journal of Finance, 67(3), 1009-1043.
  • Collin‐Dufresne, P., & Fos, V. (2015). Do prices reveal the presence of informed trading?. The Journal of Finance, 70(4), 1555-1582.
  • Cooper, M. J., Gutierrez, R. C., & Hameed, A. (2004). Market states and momentum. The Journal of Finance, 59(3), 1345-1365.
  • Cornell, B., & Sirri, E. R. (1992). The reaction of investors and stock prices to insider trading. The Journal of Finance, 47(3), 1031-1059.
  • Covrig, V., Lau, S. T., & Ng, L. (2006). Do domestic and foreign fund managers have similar preferences for stock characteristics? A cross-country analysis. Journal of International Business Studies, 37(3), 407-429.
  • Demirer, R., & Kutan, A. M. (2006). Does herding behavior exist in Chinese stock markets?. Journal of international Financial Markets, Institutions and Money, 16(2), 123-142.
  • Demirer, R., Kutan, A. M., & Chen, C. D. (2010). Do investors herd in emerging stock markets?: Evidence from the Taiwanese market. Journal of Economic Behavior & Organization, 76(2), 283-295.
  • Devenow, A., & Welch, I. (1996). Rational herding in financial economics. European Economic Review, 40(3), 603-615.
  • Diamond, D. W., & Verrecchia, R. E. (1991). Disclosure, liquidity, and the cost of capital. The journal of Finance, 46(4), 1325-1359.
  • Easley, D., & O'hara, M. (1987). Price, trade size, and information in securities markets. Journal of Financial economics, 19(1), 69-90.
  • Easley, D., & O'hara, M. (2004). Information and the cost of capital. The Journal of Finance, 59(4), 1553-1583.
  • Easley, D., De Prado, M. L., & O’Hara, M. (2011). The microstructure of the flash crash: Flow toxicity, liquidity crashes and the probability of informed trading. Journal of Portfolio Management, 37(2), 118-128.
  • Easley, D., Hvidkjaer, S., & O’hara, M. (2010). Factoring information into returns. Journal of Financial and Quantitative Analysis, 45(2), 293-309.
  • Easley, D., Kiefer, N. M., O'hara, M., & Paperman, J. B. (1996). Liquidity, information, and infrequently traded stocks. The Journal of Finance, 51(4), 1405-1436.
  • Easley, D., O'hara, M., & Srinivas, P. S. (1998). Option volume and stock prices: Evidence on where informed traders trade. The Journal of Finance, 53(2), 431-465.
  • Economou, F., Gavriilidis, K., Kallinterakis, V., & Yordanov, N. (2015). Do fund managers herd in frontier markets—and why? International Review of Financial Analysis, 40, 76-87.
  • 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.
  • Falkenstein, E. G. (1996). Preferences for stock characteristics as revealed by mutual fund portfolio holdings. The Journal of Finance, 51(1), 111-135.
  • Ferreira, M. A., Matos, P., Pereira, J. P., & Pires, P. (2017). Do locals know better? A comparison of the performance of local and foreign institutional investors. Journal of Banking & Finance, 82, 151-164.
  • Fishe, R. P., & Smith, A. D. (2012). Identifying informed traders in futures markets. Journal of Financial Markets, 15(3), 329-359.
  • Foster, F. D., & Viswanathan, S. (1994). Strategic trading with asymmetrically informed traders and long-lived information. Journal of financial and Quantitative Analysis, 29(4), 499- 518.
  • Foucault, T., Hombert, J., & Roşu, I. (2016). News trading and speed. The Journal of Finance, 71(1), 335-382.
  • Frino, A., Satchell, S., Wong, B., & Zheng, H. (2013). How much does an illegal insider trade?. International Review of Finance, 13(2), 241-263.
  • Froot, K. A., Scharfstein, D. S., & Stein, J. C. (1992). Herd on the street: Informational inefficiencies in a market with short-term speculation. The Journal of Finance, 47(4), 1461- 1484.
  • Galariotis, E. C., Rong, W., & Spyrou, S. I. (2015). Herding on fundamental information: A comparative study. Journal of Banking & Finance, 50, 589-598.
  • Gelos, R. G., & Wei, S. J. (2002). Transparency and international investor behavior. National Bureau of Economic Research Working Paper No W9260.
  • Gençay, R., Gradojevic, N., Olsen, R., & Selçuk, F. (2015). Informed traders’ arrival in foreign exchange markets: Does geography matter?. Empirical Economics, 49(4), 1431- 1462.
  • Gleason, K. C., Mathur, I., & Peterson, M. A. (2004). Analysis of intraday herding behavior among the sector ETFs. Journal of Empirical Finance, 11(5), 681-694.
  • Glosten, L. R., & Harris, L. E. (1988). Estimating the components of the bid/ask spread. Journal of Financial Economics, 21(1), 123-142.
  • Glosten, L. R., & Milgrom, P. R. (1985). Bid, ask and transaction prices in a specialist market with heterogeneously informed traders. Journal of Financial Economics, 14(1), 71-100.
  • Griffin, J. M., Shu, T., & Topaloglu, S. (2012). Examining the dark side of financial markets: Do institutions trade on information from investment bank connections?. The Review of Financial Studies, 25(7), 2155-2188.
  • Hagströmer, B., & Nordén, L. (2013). The diversity of high-frequency traders. Journal of Financial Markets, 16(4), 741-770.
  • Hasbrouck, J., & Saar, G. (2013). Low-latency trading. Journal of Financial Markets, 16(4), 646-679.
  • He, W., & Shen, J. (2014). Do foreign investors improve informational efficiency of stock prices? Evidence from Japan. Pacific-Basin Finance Journal, 27, 32-48.
  • Hendershott, T., Jones, C. M., & Menkveld, A. J. (2011). Does algorithmic trading improve liquidity?. The Journal of Finance, 66(1), 1-33.
  • Henker, J., Henker, T., & Mitsios, A. (2006). Do investors herd intraday in Australian equities? International Journal of Managerial Finance, 2(3), 196-219.
  • Hirshleifer, D., Subrahmanyam, A., & Titman, S. (1994). Security analysis and trading patterns when some investors receive information before others. The Journal of Finance, 49(5), 1665-1698.
  • Holden, C. W., & Subrahmanyam, A. (1992). Long‐lived private information and imperfect competition. The Journal of Finance, 47(1), 247-270.
  • Hsieh, M. F., Yang, T. Y., Yang, Y. T., & Lee, J. S. (2011). Evidence of herding and positive feedback trading for mutual funds in emerging Asian countries. Quantitative Finance, 11(3), 423-435.
  • Hsieh, S. F. (2013). Individual and institutional herding and the impact on stock returns: Evidence from Taiwan stock market. International Review of Financial Analysis, 29, 175-188.
  • Huang, R. D., & Stoll, H. R. (1997). The components of the bid-ask spread: A general approach. The Review of Financial Studies, 10(4), 995-1034.
  • Hwang, S., & Salmon, M. (2004). Market stress and herding. Journal of Empirical Finance, 11(4), 585-616.
  • Jaggi, B., & Tsui, J. (2007). Insider trading, earnings management and corporate governance: empirical evidence based on Hong Kong firms. Journal of International Financial Management & Accounting, 18(3), 192-222.
  • Jarnecic, E., & Snape, M. (2014). The provision of liquidity by high‐frequency participants. Financial Review, 49(2), 371-394.
  • Jeon, J. Q., & Moffett, C. M. (2010). Herding by foreign investors and emerging market equity returns: Evidence from Korea. International Review of Economics & Finance, 19(4), 698-710.
  • Kang, H. C., Lee, D. W., & Park, K. S. (2010). Does the difference in valuation between domestic and foreign investors help explain their distinct holdings of domestic stocks?. Journal of Banking & Finance, 34(12), 2886-2896.
  • Kaniel, R., & Liu, H. (2006). So what orders do informed traders use?. The Journal of Business, 79(4), 1867-1913.
  • Kirilenko, A., Kyle, A. S., Samadi, M., & Tuzun, T. (2017). The Flash Crash: High‐frequency trading in an electronic market. The Journal of Finance, 72(3), 967-998.
  • Korajczyk, R. A., & Murphy, D. (2018). High-frequency market making to large institutional trades. The Review of Financial Studies, 32(3), 1034-1067.
  • Kremer, S., & Nautz, D. (2013). Short‐term Herding of Institutional Traders: New Evidence from the German Stock Market. European Financial Management, 19(4), 730-746.
  • Lakonishok, J., Shleifer, A., & Vishny, R. W. (1992). The impact of institutional trading on stock prices. Journal of Financial Economics, 32(1), 23-43.
  • Lao, P., & Singh, H. (2011). Herding behavior in the Chinese and Indian stock markets. Journal of Asian Economics, 22(6), 495-506.
  • Lee, C. M. (1992). Earnings news and small traders: An intraday analysis. Journal of Accounting and Economics, 15(2-3), 265-302.
  • Lee, C. M., & Radhakrishna, B. (2000). Inferring investor behavior: Evidence from TORQ data. Journal of Financial Markets, 3(2), 83-111.
  • Lee, E. J. (2015). High frequency trading in the Korean index futures market. Journal of Futures Markets, 35(1), 31-51.
  • Lee, J., & Cheong, H. Y. (2001). Trade size and information-motivated trading in the options and stock markets. Journal of Financial and Quantitative Analysis, 36(4), 485-501.
  • Li, W., Rhee, G., & Wang, S. S. (2017). Differences in herding: Individual vs. institutional investors. Pacific-Basin Finance Journal, 45, 174-185.
  • Lin, A. Y., & Swanson, P. E. (2003). The behavior and performance of foreign investors in emerging equity markets: Evidence from Taiwan. International Review of Finance, 4(3‐4), 189-210.
  • Marin, J. M., & Olivier, J. P. (2008). The dog that did not bark: Insider trading and crashes. The Journal of Finance, 63(5), 2429-2476.
  • McQueen, G., Pinegar, M., & Thorley, S. (1996). Delayed reaction to good news and the cross-autocorrelation of portfolio returns. The Journal of Finance, 51(3), 889-919.
  • Menkhoff, L., & Schmeling, M. (2010). Whose trades convey information? Evidence from a cross-section of traders. Journal of Financial Markets, 13(1), 101-128.
  • Menkveld, A. J. (2013). High frequency trading and the new market makers. Journal of Financial Markets, 16(4), 712-740.
  • Menkveld, A. J., & Zoican, M. A. (2017). Need for speed? Exchange latency and liquidity. The Review of Financial Studies, 30(4), 1188-1228.
  • Miller, B. P. (2010). The effects of reporting complexity on small and large investor trading. The Accounting Review, 85(6), 2107-2143.
  • Odders-White, E. R. (2000). On the occurrence and consequences of inaccurate trade classification. Journal of Financial Markets, 3(3), 259-286.
  • Park, T. J., & Lee, Y. (2014). Informed trading before positive vs. negative earnings surprises. Journal of Banking & Finance, 49, 228-241.
  • Rubbaniy, G. (2016). What Drives Mutual Funds Long-term Herding: Bear or Bull Markets? Accounting and Finance Research, 5(4), 214.
  • Scharfstein, D. S., & Stein, J. C. (1990). Herd behavior and investment. American Economic Review, 80(3), 465-479.
  • Shyu, J., & Sun, H. M. (2010). Do institutional investors herd in emerging markets? Evidence from the Taiwan stock market. Asian Journal of Finance & Accounting, 2(2), 1.
  • Sias, R. W. (2004). Institutional herding. The Review of Financial Studies, 17(1), 165-206.
  • Smith, V. L., Suchanek, G. L., & Williams, A. W. (1988). Bubbles, crashes, and endogenous expectations in experimental spot asset markets. Econometrica, 56(5), 1119-1151.
  • Solakoglu, M. N., & Demir, N. (2014). Sentimental herding in Borsa Istanbul: informed versus uninformed. Applied Economics Letters, 21(14), 965-968.
  • Sriram, K. S., & Gopalaswamy, A. K. (2018). Trade Size Preference of Informed Traders in Indian Equity Markets. Emerging Markets Finance and Trade, 54(9), 2153-2168.
  • Swan, P. L., & Westerholm, P. J. (2017). Are Domestic Household Investors Better Performers than Foreign Institutions? New Evidence from Finland. In Behavioral Finance: WHERE DO INVESTORS'BIASES COME FROM? (pp. 115-155).
  • Tan, L., Chiang, T. C., Mason, J. R., & Nelling, E. (2008). Herding behavior in Chinese stock markets: An examination of A and B shares. Pacific-Basin Finance Journal, 16(1-2), 61-77.
  • TUYID and MKK (2014). Report on Market Trend No 9, available on http://www.tuyid.org/files/yayinlar/BIST_Trends_Report_IX.pdf, Access Date: Jan 23, 2019.
  • Ülkü, N. (2015). The interaction between foreigners' trading and stock market returns in emerging Europe. Journal of Empirical Finance, 33, 243-262.
  • Walter, A., & Moritz Weber, F. (2006). Herding in the German mutual fund industry. European Financial Management, 12(3), 375-406.
  • Wermers, R. (1999). Mutual fund herding and the impact on stock prices. The Journal of Finance, 54(2), 581-622.
  • Wermers, R. (1999). Mutual fund herding and the impact on stock prices. The Journal of Finance, 54(2), 581-622.
  • Yao, J., Ma, C., & He, W. P. (2014). Investor herding behavior of Chinese stock market. International Review of Economics & Finance, 29, 12-29.
  • Zhao, Z., Zhang, Y., Feng, X., & Zhang, W. (2014). An analysis of herding behavior in security analysts’ networks. Physica A: Statistical Mechanics and its Applications, 413, 116- 124.
  • Zhou, R. T., & Lai, R. N. (2009). Herding and information based trading. Journal of Empirical Finance, 16(3), 388-393.
APA EKİNCİ C, Ersan O (2019). Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. , 1 - 69.
Chicago EKİNCİ Cumhur Enis,Ersan Oguz Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. (2019): 1 - 69.
MLA EKİNCİ Cumhur Enis,Ersan Oguz Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. , 2019, ss.1 - 69.
AMA EKİNCİ C,Ersan O Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. . 2019; 1 - 69.
Vancouver EKİNCİ C,Ersan O Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. . 2019; 1 - 69.
IEEE EKİNCİ C,Ersan O "Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi." , ss.1 - 69, 2019.
ISNAD EKİNCİ, Cumhur Enis - Ersan, Oguz. "Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi". (2019), 1-69.
APA EKİNCİ C, Ersan O (2019). Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. , 1 - 69.
Chicago EKİNCİ Cumhur Enis,Ersan Oguz Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. (2019): 1 - 69.
MLA EKİNCİ Cumhur Enis,Ersan Oguz Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. , 2019, ss.1 - 69.
AMA EKİNCİ C,Ersan O Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. . 2019; 1 - 69.
Vancouver EKİNCİ C,Ersan O Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi. . 2019; 1 - 69.
IEEE EKİNCİ C,Ersan O "Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi." , ss.1 - 69, 2019.
ISNAD EKİNCİ, Cumhur Enis - Ersan, Oguz. "Finans Piyasalarındaki Yatırımcı ve İşlemcilerin Sınıflandırılması, Tespiti ve Analizi". (2019), 1-69.