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The Accuracy of Trade Classification Rules: Evidence from Nasdaq

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Cited by:

  1. Tanggaard, Carsten, 2003. "Errors in Trade Classification: Consequences and Remedies," Finance Working Papers 03-6, University of Aarhus, Aarhus School of Business, Department of Business Studies.
  2. Alex Frino & Vito Mollica & Maria Grazia Romano, 2013. "Transaction fees and trading strategies in financial markets," STUDI ECONOMICI, FrancoAngeli Editore, vol. 2013(111), pages 25-49.
  3. David Easley & Soeren Hvidkjaer & Maureen O'Hara, 2002. "Is Information Risk a Determinant of Asset Returns?," Journal of Finance, American Finance Association, vol. 57(5), pages 2185-2221, October.
  4. Ivanov, Stoyu I., 2016. "Analysis of ETF bid-ask spread components," The Quarterly Review of Economics and Finance, Elsevier, vol. 61(C), pages 249-259.
  5. Favreau, Charles & Garvey, Ryan, 2022. "Non-positive spreads and trading venue halts: Are investors harmed?," Finance Research Letters, Elsevier, vol. 46(PA).
  6. Marcel Blais & Philip Protter, 2012. "Signing trades and an evaluation of the Lee–Ready algorithm," Annals of Finance, Springer, vol. 8(1), pages 1-13, February.
  7. Jurkatis, Simon, 2020. "Inferring trade directions in fast markets," Bank of England working papers 896, Bank of England.
  8. Torben G. Andersen & Oleg Bondarenko, 2015. "Assessing Measures of Order Flow Toxicity and Early Warning Signals for Market Turbulence," Review of Finance, European Finance Association, vol. 19(1), pages 1-54.
  9. Fischer, Georg, 2019. "How dynamic hedging affects stock price movements: Evidence from German option and certificate markets," Passauer Diskussionspapiere, Betriebswirtschaftliche Reihe B-35-19, University of Passau, Faculty of Business and Economics.
  10. Kenneth Small & James Wansley & Matthew Hood, 2012. "The impact of security concentration on adverse selection costs and liquidity: an examination of exchange traded funds," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 36(2), pages 261-281, April.
  11. Donglian Ma & Pengxiang Zhai, 2021. "The Accuracy of the Tick Rule in the Bitcoin Market," SAGE Open, , vol. 11(2), pages 21582440211, May.
  12. Mamatzakis, Emmanuel & Zhang, Xiaoxiang & Wang, Chaoke, 2016. "Invisible hand discipline from informed trading: Does market discipline from trading affect bank capital structure?," MPRA Paper 76215, University Library of Munich, Germany.
  13. Bardong, Florian & Bartram, Söhnke M. & Yadav, Pradeep K., 2005. "Informed Trading, Information Asymmetry and Pricing of Information Risk: Empirical Evidence from the NYSE," MPRA Paper 13586, University Library of Munich, Germany, revised 10 Oct 2008.
  14. Rubin, Amir, 2007. "Ownership level, ownership concentration and liquidity," Journal of Financial Markets, Elsevier, vol. 10(3), pages 219-248, August.
  15. Hegde, Shantaram P. & McDermott, John B., 2004. "The market liquidity of DIAMONDS, Q's, and their underlying stocks," Journal of Banking & Finance, Elsevier, vol. 28(5), pages 1043-1067, May.
  16. Craig W. Holden & Stacey Jacobsen, 2014. "Liquidity Measurement Problems in Fast, Competitive Markets: Expensive and Cheap Solutions," Journal of Finance, American Finance Association, vol. 69(4), pages 1747-1785, August.
  17. Dimitrios Karyampas & Paola Paiardini, 2011. "Probability of Informed Trading and Volatility for an ETF," Birkbeck Working Papers in Economics and Finance 1101, Birkbeck, Department of Economics, Mathematics & Statistics.
  18. Araújo, Gustavo Silva & Barbedo, Claudio Henrique da S. & Vicente, José Valentim M., 2014. "The adverse selection cost component of the spread of Brazilian stocks," Emerging Markets Review, Elsevier, vol. 21(C), pages 21-41.
  19. Asquith, Paul & Oman, Rebecca & Safaya, Christopher, 2010. "Short sales and trade classification algorithms," Journal of Financial Markets, Elsevier, vol. 13(1), pages 157-173, February.
  20. Pascual, Roberto & Pascual-Fuster, Bartolome & Climent, Francisco, 2006. "Cross-listing, price discovery and the informativeness of the trading process," Journal of Financial Markets, Elsevier, vol. 9(2), pages 144-161, May.
  21. Easley, David & de Prado, Marcos Lopez & O'Hara, Maureen, 2016. "Discerning information from trade data," Journal of Financial Economics, Elsevier, vol. 120(2), pages 269-285.
  22. Frömmel, Michael & D'Hoore, Dick & Lampaert, Kevin, 2021. "The Accuracy of Trade Classification Systems on the Foreign Exchange Market: Evidence from the RUB/USD Market," Finance Research Letters, Elsevier, vol. 42(C).
  23. Asani Sarkar & Robert A. Schwartz, 2006. "Two-sided markets and intertemporal trade clustering: insights into trading motives," Staff Reports 246, Federal Reserve Bank of New York.
  24. Michael Frömmel & Eyup Kadioglu, 2023. "Impact of trading hours extensions on foreign exchange volatility: intraday evidence from the Moscow exchange," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-23, December.
  25. Rösch, Dominik, 2021. "The impact of arbitrage on market liquidity," Journal of Financial Economics, Elsevier, vol. 142(1), pages 195-213.
  26. Andros Gregoriou, 2007. "The Asymmetry of the Price Impact of Block Trades and the Bid-Ask Spread. Evidence from the London Stock Exchange," Money Macro and Finance (MMF) Research Group Conference 2006 76, Money Macro and Finance Research Group.
  27. Chan, Yue-Cheong, 2014. "How does retail sentiment affect IPO returns? Evidence from the internet bubble period," International Review of Economics & Finance, Elsevier, vol. 29(C), pages 235-248.
  28. Yue Zhao & Difang Wan, 2018. "Institutional high frequency trading and price discovery: Evidence from an emerging commodity futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 38(2), pages 243-270, February.
  29. Abhinava Tripathi & Vipul & Alok Dixit, 2020. "Liquidity commonality beyond best prices: Indian evidence," Journal of Asset Management, Palgrave Macmillan, vol. 21(4), pages 355-373, July.
  30. Dale W. R. Rosenthal, 2012. "Modeling Trade Direction," Journal of Financial Econometrics, Oxford University Press, vol. 10(2), pages 390-415, 2012 04.
  31. Furfine, Craig, 2007. "When is inter-transaction time informative?," Journal of Empirical Finance, Elsevier, vol. 14(3), pages 310-332, June.
  32. Edward Sun & Timm Kruse & Min-Teh Yu, 2014. "High frequency trading, liquidity, and execution cost," Annals of Operations Research, Springer, vol. 223(1), pages 403-432, December.
  33. Angelo Ranaldo, 2002. "Market Dynamics Around Public Information Arrivals," FAME Research Paper Series rp45, International Center for Financial Asset Management and Engineering.
  34. THIESSEN, Eric, 2000. "Trader Anonymity, Price Formation and Liquidity," HEC Research Papers Series 701, HEC Paris.
  35. Yan, Yuxing & Zhang, Shaojun, 2014. "Quality of PIN estimates and the PIN-return relationship," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 137-149.
  36. Erik J. Mayer, 2021. "Advertising, investor attention, and stock prices: Evidence from a natural experiment," Financial Management, Financial Management Association International, vol. 50(1), pages 281-314, March.
  37. Marc Bohmann, 2020. "Price Discovery and Information Asymmetry in Equity and Commodity Futures Options Markets," PhD Thesis, Finance Discipline Group, UTS Business School, University of Technology, Sydney, number 1-2020.
  38. Kim, Sangwan & Lim, Steve C., 2017. "Earnings comparability and informed trading," Finance Research Letters, Elsevier, vol. 20(C), pages 130-136.
  39. Goldstein, Michael A. & Shkilko, Andriy V. & Van Ness, Bonnie F. & Van Ness, Robert A., 2008. "Competition in the market for NASDAQ securities," Journal of Financial Markets, Elsevier, vol. 11(2), pages 113-143, May.
  40. Hatheway, Frank & Kwan, Amy & Zheng, Hui, 2017. "An Empirical Analysis of Market Segmentation on U.S. Equity Markets," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(6), pages 2399-2427, December.
  41. Ferriani, Fabrizio, 2010. "Informed and uninformed traders at work: evidence from the French market," MPRA Paper 24487, University Library of Munich, Germany.
  42. Dierkes, Maik & Krupski, Jan & Schroen, Sebastian, 2022. "Option-implied lottery demand and IPO returns," Journal of Economic Dynamics and Control, Elsevier, vol. 138(C).
  43. Allen Carrion & Madhuparna Kolay, 2020. "Trade signing in fast markets," The Financial Review, Eastern Finance Association, vol. 55(3), pages 385-404, August.
  44. Jurkatis, Simon, 2022. "Inferring trade directions in fast markets," Journal of Financial Markets, Elsevier, vol. 58(C).
  45. Bian, Jiangze & Su, Tie & Wang, Jun, 2022. "Non-marketability and one-day selling lockup," Journal of Empirical Finance, Elsevier, vol. 65(C), pages 1-23.
  46. Jondeau, Eric & Lahaye, Jérôme & Rockinger, Michael, 2015. "Estimating the price impact of trades in a high-frequency microstructure model with jumps," Journal of Banking & Finance, Elsevier, vol. 61(S2), pages 205-224.
  47. Ioane Muni Toke, 2016. "Reconstruction of Order Flows using Aggregated Data," Post-Print hal-01705074, HAL.
  48. Alvaro Escribano & Roberto Pascual, 2008. "Asymmetries in bid and ask responses to innovations in the trading process," Studies in Empirical Economics, in: Luc Bauwens & Winfried Pohlmeier & David Veredas (ed.), High Frequency Financial Econometrics, pages 49-82, Springer.
  49. Jangkoo Kang & Kyung Yoon Kwon & Wooyeon Kim, 2020. "Flow toxicity of high‐frequency trading and its impact on price volatility: Evidence from the KOSPI 200 futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(2), pages 164-191, February.
  50. Battalio, Robert H. & Lerman, Alina & Livnat, Joshua & Mendenhall, Richard R., 2012. "Who, if anyone, reacts to accrual information?," Journal of Accounting and Economics, Elsevier, vol. 53(1), pages 205-224.
  51. Atanas Mihov, 2016. "Predisclosure Accumulations by Activist Investors and Price Impact of Trading," Review of Finance, European Finance Association, vol. 20(1), pages 231-263.
  52. Sadka, Ronnie, 2006. "Momentum and post-earnings-announcement drift anomalies: The role of liquidity risk," Journal of Financial Economics, Elsevier, vol. 80(2), pages 309-349, May.
  53. Subrahmanyam, Avanidhar, 2008. "Lagged order flows and returns: A longer-term perspective," The Quarterly Review of Economics and Finance, Elsevier, vol. 48(3), pages 623-640, August.
  54. Gibson, Scott & Singh, Rajdeep & Yerramilli, Vijay, 2003. "The effect of decimalization on the components of the bid-ask spread," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 121-148, April.
  55. Eunju Lee, 2016. "Short selling and market mispricing," Review of Quantitative Finance and Accounting, Springer, vol. 47(3), pages 797-833, October.
  56. Shkilko, Andriy V. & Van Ness, Bonnie F. & Van Ness, Robert A., 2008. "Locked and crossed markets on NASDAQ and the NYSE," Journal of Financial Markets, Elsevier, vol. 11(3), pages 308-337, August.
  57. Lee, Albert J. & Chung, Kee H., 2022. "Hidden liquidity, market quality, and order submission strategies," Journal of Financial Markets, Elsevier, vol. 61(C).
  58. Li, Mingsheng & McCormick, Timothy & Zhao, Xin, 2005. "Order imbalance and liquidity supply: Evidence from the bubble burst of Nasdaq stocks," Journal of Empirical Finance, Elsevier, vol. 12(4), pages 533-555, September.
  59. John Y. Campbell & Tarun Ramadorai & Tuomo O. Vuolteenaho, 2004. "Caught on Tape: Predicting Institutional Ownership With Order Flow," Harvard Institute of Economic Research Working Papers 2046, Harvard - Institute of Economic Research.
  60. Li, Mingsheng & Eisenstadt, Robert C., 2005. "Price support and spreads in the IPO aftermarket: An empirical microstructure study," The Quarterly Review of Economics and Finance, Elsevier, vol. 45(4-5), pages 748-766, September.
  61. Avanidhar Subrahmanyam, 2005. "Distinguishing Between Rationales for Short‐Horizon Predictability of Stock Returns," The Financial Review, Eastern Finance Association, vol. 40(1), pages 11-35, February.
  62. Zhou, Hao & Kalev, Petko S. & Frino, Alex, 2020. "Algorithmic trading in turbulent markets," Pacific-Basin Finance Journal, Elsevier, vol. 62(C).
  63. Boehmer, Ekkehart & Grammig, Joachim & Theissen, Erik, 2007. "Estimating the probability of informed trading--does trade misclassification matter?," Journal of Financial Markets, Elsevier, vol. 10(1), pages 26-47, February.
  64. Oliver Entrop & Georg Fischer, 2020. "Hedging costs and joint determinants of premiums and spreads in structured financial products," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(7), pages 1049-1071, July.
  65. Christiane Goodfellow & Martin T. Bohl, 2011. "Forestalling Floor Closure: Evidence from a Natural Experiment on the German Stock Market," Post-Print hal-00676103, HAL.
  66. Asani Sarkar & Robert A. Schwartz, 2009. "Market Sidedness: Insights into Motives for Trade Initiation," Journal of Finance, American Finance Association, vol. 64(1), pages 375-423, February.
  67. Malay Dey & B. Radhakrishna, 2015. "Informed trading, institutional trading, and spread," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 39(2), pages 288-307, April.
  68. Gus De Franco & Hai Lu & Florin P. Vasvari, 2007. "Wealth Transfer Effects of Analysts' Misleading Behavior," Journal of Accounting Research, Wiley Blackwell, vol. 45(1), pages 71-110, March.
  69. Adrian D. Lee & Shan Choy, 2014. "Contracts for dummies? The performance of investors in contracts for difference," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(3), pages 965-997, September.
  70. Kaun Y. Lee & Kee H. Chung, 2009. "Information‐Based Trading and Price Improvement," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5‐6), pages 754-773, June.
  71. David Michayluk & Laurie Prather, 2008. "A Liquidity Motivated Algorithm for Discerning Trade Direction," Multinational Finance Journal, Multinational Finance Journal, vol. 12(1-2), pages 45-66, March-Jun.
  72. Kaun Y. Lee & Kee H. Chung, 2009. "Information-Based Trading and Price Improvement," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 36(5-6), pages 754-773.
  73. Stoll, Hans R. & Schenzler, Christoph, 2006. "Trades outside the quotes: Reporting delay, trading option, or trade size?," Journal of Financial Economics, Elsevier, vol. 79(3), pages 615-653, March.
  74. Li, Mingsheng & Liu, Desheng & Peng, Hongfeng & Zhang, Luxiu, 2020. "Does low synchronicity mean more or less informative prices? Evidence from an emerging market," Journal of Financial Stability, Elsevier, vol. 51(C).
  75. Alexander, Gordon J. & Peterson, Mark A., 2007. "An analysis of trade-size clustering and its relation to stealth trading," Journal of Financial Economics, Elsevier, vol. 84(2), pages 435-471, May.
  76. Vega, Clara, 2006. "Stock price reaction to public and private information," Journal of Financial Economics, Elsevier, vol. 82(1), pages 103-133, October.
  77. Barber, Brad M. & Odean, Terrance & Zhu, Ning, 2009. "Systematic noise," Journal of Financial Markets, Elsevier, vol. 12(4), pages 547-569, November.
  78. Pascual, Roberto & Pascual-Fuster, Bartolomé, 2014. "The relative contribution of ask and bid quotes to price discovery," Journal of Financial Markets, Elsevier, vol. 20(C), pages 129-150.
  79. Michael Goldstein & Andriy Shkilko & Bonnie Ness & Robert Ness, 2010. "Inter-market competition for NYSE-listed securities under decimals," Review of Quantitative Finance and Accounting, Springer, vol. 35(4), pages 371-391, November.
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  91. Campbell, John Y. & Ramadorai, Tarun & Schwartz, Allie, 2009. "Caught on tape: Institutional trading, stock returns, and earnings announcements," Journal of Financial Economics, Elsevier, vol. 92(1), pages 66-91, April.
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