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Statistical Arbitrage and Algorithmic Trading
2023Pairs trading strategy takes advantage of diversification across stocks, to produce a low-volatility investment strategy which is uncorrelated with the market. In this dissertation, we propose an OU-GARCH model to model the spread. We develop three trading strategies under GARCH volatility assumption.
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Essays in statistical arbitrage [PDF]
This three-paper thesis explores the important relationship between arbitrage and price efficiency. Chapter 3 investigates the risk-bearing capacity of arbitrageurs under varying degrees and types of risk. A novel stochastic process is introduced to the literature that is capable of jointly capturing fundamental risk factors which are absent from ...
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Statistical Arbitrage and Securities Prices
Review of Financial Studies, 2002This paper introduces the concept of a statistical arbitrage opportunity (SAO). In a finite-horizon economy, an SAO is a zero-cost trading strategy for which i) the expected payoff is positive, and ii) the conditional expected payoff in each final state of the economy is nonnegative. Unlike a pure arbitrage opportunity, an SAO can have negative payoffs
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Fast Methods for Statistical Arbitrage
2016In many time series applications, the data set under study is a vast stream of continuously updated data. Often those data arrive in bursts. Many examples are found in finance, telecommunications, physics, biology, astronomy, among others. The main motivation of our project is to infer linear relationships among multiple financial variables, yielding ...
Eleftherios Soulas, Dennis Shasha
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Analytic solutions for optimal statistical arbitrage trading
Physica A: Statistical Mechanics and its Applications, 2009In this paper we derive analytic formulae for statistical arbitrage trading where the security price follows an Ornstein-Uhlenbeck process. By framing the problem in terms of the first-passage time of the process, we derive expressions for the mean and variance of the trade length and the return.
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Quantitative Methods of Statistical Arbitrage
Statistical arbitrage is a prevalent trading strategy which takes advantage of mean reverse property of spreads constructed from pairs or portfolios of assets. Utilizing statistical models and algorithms, statistical arbitrage exploits and capitalizes on the pricing inefficiencies between securities or within asset portfolios.openaire +1 more source
The impact of arbitrage on market liquidity
Journal of Financial Economics, 2021Dominik Rösch
exaly
The Statistical Limit of Arbitrage
SSRN Electronic JournalRui Da, Stefan Nagel, Dacheng Xiu
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Trading and arbitrage in cryptocurrency markets
Journal of Financial Economics, 2020I S Makarov, Antoinette Schoar
exaly

