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Algorithmic trading

About: Algorithmic trading is a research topic. Over the lifetime, 6718 publications have been published within this topic receiving 162209 citations. The topic is also known as: algotrading & Algorithmic trading.


Papers
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Posted Content
TL;DR: In this paper, the authors examined the value effects of improvements in the trading mechanism of the Tel Aviv Stock Exchange and found positive liquidity externalities (spillovers) across related stocks, and improvements in value discovery process due to the improved trading method.
Abstract: This paper examines the value effects of improvements in the trading mechanism. Stocks on the Tel Aviv Stock Exchange were transferred gradually from a daily call auction to a mechanism where the call auction was followed by iterated continuous trading sessions. This event was associated with a positive and permanent price appreciation. The cumulative average market-adjusted return over a period that started five days prior to the announcement and ended 30 days after the stocks started trading by the new method was approximately 5.5%. In addition, we find positive liquidity externalities (spillovers) across related stocks, and improvements in the value discovery process due to the improved trading method. Finally, there was a positive association between liquidity gains and price appreciation. Our results suggest that improvements in market microstructure are valuable.

517 citations

Journal ArticleDOI
TL;DR: In this article, the authors examined the behavior of institutional traders and provided a detailed account of the anatomy of the trading process, including the number of days needed to fill an order and types of order placement strategies employed.

517 citations

Journal ArticleDOI
TL;DR: In contrast to value and momentum investing, the authors argue that arbitrage involves an art of association, the construction of comparability across different assets, and the peculiar valuation that takes place in arbitrage is based on an operation that makes something the measure of something else, associating securities to each other.
Abstract: To analyze the organization of trading in the era of quantitative finance we conduct an ethnography of arbitrage, the trading strategy that best exemplifies finance in the wake of the quantitative revolution. In contrast to value and momentum investing, we argue, arbitrage involves an art of association—the construction of comparability across different assets. In place of essential or relational characteristics, the peculiar valuation that takes place in arbitrage is based on an operation that makes something the measure of something else—associating securities to each other. The process of recognizing opportunities and the practices of making novel associations are shaped by the specific socio-spatial and socio-technical configurations of the trading room. Calculation is distributed across persons and instruments as the trading room organizes interaction among diverse principles of valuation.

511 citations

Posted Content
TL;DR: In this article, the authors present new evidence on the profitability and statistical significance of technical trading rules in the foreign exchange market using a new data base, currency futures contracts for the period 1976-1990, and implement a new testing procedure based on bootstrap methodology.
Abstract: In this paper, we present new evidence on the profitability and statistical significance of technical trading rules in the foreign exchange market. We utilize a new data base, currency futures contracts for the period 1976-1990, and we implement a new testing procedure based on bootstrap methodology. Using this approach, we generate thousands of new exchange rate series constructed by random reordering of each original series. We then measure the profitability of the technical rules for each new series. The significance of the profits in the original series is assessed by comparison to the empirical distribution of results derived from the thousands of randomly generated series. Overall, our results suggest that simple technical trading rules have very often led to profits that are highly unusual. Splitting the entire 15-year sample period into three 5-year periods reveals that on average the profitability of some trading rules declined in the 1986-1990 period although profits remained positive (on average) and significant in many cases.

491 citations

Book
01 Jan 1966

491 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
202397
2022190
2021144
2020167
2019126
2018160