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The Interactions Between Price Discovery, Liquidity and Algorithmic Trading for US-Canadian Cross-Listed Shares

The Interactions Between Price Discovery, Liquidity and Algorithmic Trading for US-Canadian Cross-Listed Shares
Author: Bart Frijns
Publisher:
Total Pages: 52
Release: 2017
Genre:
ISBN:

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We analyze price discovery dynamics for Canadian companies cross-listed on the NYSE from January 2004 to January 2011. We employ a structural vector autoregression to assess the interactions between price discovery, liquidity and algorithmic trading activity. We observe that over time, the U.S. market is gaining dominance in terms of price discovery. Improvements in liquidity increase a market's contribution to price discovery, and vice versa. We find that algorithmic trading activity is negatively related to price discovery, indicating negative externalities of high-frequency trading. These results are robust to regulatory changes in the U.S. and fragmentation in the Canadian financial markets.


Liquidity and Price Discovery of Algorithmic Trading

Liquidity and Price Discovery of Algorithmic Trading
Author: Tina Prodromou
Publisher:
Total Pages: 40
Release: 2014
Genre:
ISBN:

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We study the intra-day impact of algorithmic trading on the futures market to increase our understanding of algorithmic trading and its role in the price formation process. First, we find that algorithmic trading provides liquidity when the spread is wide and that algorithms enter the market at a series of intervals that decrease the spread. Second, we show that algorithmic trading is related to lower adverse selection and is unrelated to realised spreads. Third, we confirm that information asymmetry is highest at the beginning of the trading day, and as the price stabilises during the trading day, we find that the trade becomes the information carrier and algorithmic trading increases. Fourth, we find that algorithmic trades strategically enter the market during periods with less informed trading, while the period following exhibits higher public and private information. Our results suggest that algorithmic traders contribute to the price discovery process of financial markets.


Price Discovery in the Cross Listed Stock Market

Price Discovery in the Cross Listed Stock Market
Author: Karina Kanouni Simone
Publisher:
Total Pages: 50
Release: 2016
Genre:
ISBN:

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This paper revisits studies conducted by Rosenthal and Young (1990) and Froot and Dabora (1999) that found prices of twin stocks to be mispriced and that this mispricing could be explained by the markets in which the shares are listed. Our study investigates whether these findings can be generalized to Canadian firms who cross-list in the US. Using a sample of 184 firms who cross-listed during the period 1975 – 2013, we also observe share mispricing that can be explained by the markets in which the shares are listed in, however it is not trading activity alone that determines the significance of this relationship. Furthermore, we observe a discrepancy in the co-movement of Canadian-listed shares and their US-listed counterparts with currency fluctuations, making this the most significant factor in explaining the mispricing observed in our sample of cross-listed firms.


Automating the Price Discovery Process

Automating the Price Discovery Process
Author: Mr.Ian Domowitz
Publisher: International Monetary Fund
Total Pages: 32
Release: 1992-10-01
Genre: Technology & Engineering
ISBN: 1451850255

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Automated trade execution systems are examined with respect to the degree to which they automate the price discovery process. Seven levels of automation of price discovery are identified, and 47 systems are classified according to these criteria. Systems operating at various levels of automation are compared with respect to age, geographical location, and type of securities traded. Information provided to market participants, and asymmetries of information between traders with direct access to the automated market and outside investors also are examined. It is found, for example, that the degree of asymmetric information increases with the level of automation of price discovery. The potential for trading abuses related to prearranged trading, noncompetitive execution, and trading ahead of customers is analyzed for each level of automation. Certain levels of automation widen the opportunities for trading abuses in some respects, but may narrow them in others.


Cross-Border Listings and Price Discovery

Cross-Border Listings and Price Discovery
Author: Cheol S. Eun
Publisher:
Total Pages:
Release: 2015
Genre:
ISBN:

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We examine the contribution of cross-listings to price discovery for a sample of Canadian stocks listed on both the Toronto Stock Exchange (TSE) and a U.S. exchange. We find that prices on the TSE and U.S. exchange are cointegrated and mutually adjusting. The U.S. share of price discovery ranges from 0.2 percent to 98.2 percent, with an average of 38.1 percent. The U.S. share is directly related to the U.S. share of trading and to the ratio of proportions of informative trades on the U.S. exchange and the TSE, and inversely related to the ratio of bid-ask spreads.


Price Discovery and the Effects of Fragmentation on Market Quality

Price Discovery and the Effects of Fragmentation on Market Quality
Author: Vassilios G. Papavassiliou
Publisher:
Total Pages:
Release: 2015
Genre:
ISBN:

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Using a novel high-frequency data set, we examine the contribution of Greek trading to the price discovery process of a pair of Cypriot blue-chip, cross-listed stocks during overlapping trading hours. Additionally, we investigate the effects of market fragmentation on the home market's quality, as measured by microstructure-based liquidity measures. Contrary to earlier studies from other markets, our findings show that foreign stock exchanges can act as the leading contributors to price discovery and can concentrate the majority of trading activity and produce the lowest transaction costs. Our results also show that market fragmentation can lead to negative effects on market liquidity.


Price Discovery and Liquidity in a Fragmented Stock Market

Price Discovery and Liquidity in a Fragmented Stock Market
Author: Mao Ye
Publisher:
Total Pages: 187
Release: 2011
Genre:
ISBN:

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One of the most striking changes in U.S. equity markets has been the proliferation of trading venues. My dissertation studies the impact of market fragmentation on liquidity and price discovery from three different perspectives. The first section, coauthored with Maureen O'Hara, examines how fragmentation of trading is affecting the quality of trading. We use newly-available trade reporting facilities volumes to measure fragmentation levels in individual stocks, and we use a matched sample to compare execution quality and efficiency of stocks with more and less fragmented trading. We find market fragmentation generally reduces transaction costs, as measured by effective spread and realized spread, and increases execution speeds. Fragmentation does increase short-term volatility, but prices are more efficient in that they are closer to being a random walk. The second section focuses on a particular type of new trading mechanism, crossing network, in which buy and sell orders are passively matched using the price set by the stock exchange. The results show that the crossing network harms price discovery and the relative lack of revealed information most strongly affects stocks with high uncertainty in their fundamental values. I find that an increase in the uncertainty of the fundamental value of the asset increases the transaction costs in both markets, but stocks with higher fundamental value uncertainty are more likely to have higher market shares in the crossing network. The impact of different allocation rules in the crossing network on market outcomes is also examined. The third section tests the theoretical prediction of the second essay. I find that crossing networks have lower effective spread and price impact of trade, but they also have lower execution probability and speed of trade. Non-execution is positive correlated with price impact, decreases in trading volume and increases in volatility. Crossing networks have higher market share for stocks with lower volatility and higher volume. We also find that the underlying assumption in previous literature, that stocks with higher effective spreads have higher reductions in effective spread by trading in crossing networks, is not supported by data.


Competition for Order Flow and Price Discovery

Competition for Order Flow and Price Discovery
Author: Gbenga Ibikunle
Publisher:
Total Pages: 70
Release: 2015
Genre:
ISBN:

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The quality of ultra-high frequency quotes submitted to an entrant high-tech market (BATS Chi-X Europe - Chi-X) is compared to those of an established national exchange (London Stock Exchange - LSE). There are intraday variations regarding which platform impounds new information about the fundamental value of stocks into their prices fastest such that both markets alternate price leadership over the day and across high and low volume stocks. The variations in price leadership are consistent with the effects of informed trading, liquidity and institutional trading arrangements on both platforms, but inconsistent with the theoretical liquidity-price efficiency link. Dark and algorithmic trading are shown to generally impede price discovery for lower volume stocks on Chi-X, while the effect of algorithmic trading is found to be generally positive for LSE stocks' price discovery. Despite the variations in intraday price leadership, Chi-X accounts for more share of price discovery than is suggested by its comparatively lower share of transactions; crucially, this strong showing in the price leadership contest is critical to its gaining of market share at the expense of the LSE.


Macroeconomic News Announcements and Price Discovery

Macroeconomic News Announcements and Price Discovery
Author: Bart Frijns
Publisher:
Total Pages: 37
Release: 2015
Genre:
ISBN:

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This study employs macroeconomic news announcements as proxy for new information arrivals and examines their impact on price discovery of Canadian cross-listed stocks. We compare the price discovery of 38 Canadian companies listed on the Toronto Stock Exchange (TSX) and the New York Stock Exchange (NYSE) for the period 2004-2011. First, we observe that price discovery shifts significantly during macroeconomic news announcement days. Second, the U.S. market becomes more important in terms of price discovery, regardless of the origin of the news. Third, we examine the relation between price discovery and market microstructure variables. After controlling for liquidity shocks, we find that the impact of news announcements still persists. Intraday analyses of price discovery on periods surrounding news releases further support these findings. These results suggest that there is a difference in information-processing capability of the two markets, with the U.S. market being better at processing information than the Canadian market during macro-economic news announcements. Our results are consistent with the literature which shows that cross-listing in the U.S. is positively associated with an improvement in the stock price information environment.


Cross-Listing, Price Discovery and the Informativeness of the Trading Process

Cross-Listing, Price Discovery and the Informativeness of the Trading Process
Author: Roberto Pascual
Publisher:
Total Pages: 34
Release: 2009
Genre:
ISBN:

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This paper analyzes the price discovery process of securities that trade at multiple markets with trading sessions that totally or partially overlap. Building on Hasbrouck (1995) information share approach, we introduce a methodology that distinguishes two sources of information asymmetries between markets: traderelated and trade-unrelated informative shocks. This approach determines how much of each market's relative contribution to the price discovery process during the overlapping period is attributable to its own trading activity. We provide empirical evidence on the contribution of the NYSE in the price discovery process of the Spanish cross-listed stocks during the daily two-hour overlapping interval.