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We conduct a preliminary analysis of a pairs trading strategy using the Ornstein-Uhlenbeck (OU) process to model stock price spreads. We compare this approach to a naive pairs trading strategy that uses a rolling window to calculate mean…

交易与市场微观结构 · 定量金融 2024-12-18 Jirat Suchato , Sean Wiryadi , Danran Chen , Ava Zhao , Michael Yue

This paper is concerned with a pairs trading rule. The idea is to monitor two historically correlated securities. When divergence is underway, i.e., one stock moves up while the other moves down, a pairs trade is entered which consists of a…

证券定价 · 定量金融 2013-02-26 Qingshuo Song , Qing Zhang

We propose a strategy for automated trading, outline theoretical justification of the profitability of this strategy and overview the hypothetical results in application to currency pairs trading. The proposed methodology relies on the…

交易与市场微观结构 · 定量金融 2015-07-09 Grigory Temnov

Motivated by the industry practice of pairs trading, we study the optimal timing strategies for trading a mean-reverting price spread. An optimal double stopping problem is formulated to analyze the timing to start and subsequently…

交易与市场微观结构 · 定量金融 2015-05-15 Tim Leung , Xin Li

Finding Bertram's optimal trading strategy for a pair of cointegrated assets following the Ornstein--Uhlenbeck price difference process can be formulated as an unconstrained convex optimization problem for maximization of expected profit…

数理金融 · 定量金融 2022-11-23 Vladimír Holý , Michal Černý

The focus of this paper is on identifying the most effective selling strategy for pairs trading of stocks. In pairs trading, a long position is held in one stock while a short position is held in another. The goal is to determine the…

数理金融 · 定量金融 2023-07-31 Ruyi Liu , Jingzhi Tie , Zhen Wu , Qing Zhang

This paper is concerned with an optimal strategy for simultaneously trading a pair of stocks. The idea of pairs trading is to monitor their price movements and compare their relative strength over time. A pairs trade is triggered by the…

最优化与控制 · 数学 2023-10-25 Emily Crawford Das , Jingzhi Tie , Qing Zhang

Trailing stop is a popular stop-loss trading strategy by which the investor will sell the asset once its price experiences a pre-specified percentage drawdown. In this paper, we study the problem of timing buy and then sell an asset subject…

数理金融 · 定量金融 2019-03-26 Tim Leung , Hongzhong Zhang

In this paper we consider a pairs trading financial market with the spread of risky assets defined by the Ornstein-Uhlenbeck (OU) process. We implement an optimal strategy for power utility functions for investment/consumption problem.…

概率论 · 数学 2018-09-24 Sahar Albosaily , Serge Pergamenshchikov

In this work, we study a dynamic portfolio optimization problem related to pairs trading, which is an investment strategy that matches a long position in one security with a short position in another security with similar characteristics.…

投资组合管理 · 定量金融 2018-10-24 Sühan Altay , Katia Colaneri , Zehra Eksi

This paper studies the timing of trades under mean-reverting price dynamics subject to fixed transaction costs. We solve an optimal double stopping problem to determine the optimal times to enter and subsequently exit the market, when…

交易与市场微观结构 · 定量金融 2015-04-21 Tim Leung , Xin Li , Zheng Wang

Pair trading is a market-neutral quantitative trading strategy that exploits price anomalies between two correlated assets. By taking simultaneous long and short positions, it generates profits based on relative price movements, independent…

计算工程、金融与科学 · 计算机科学 2024-12-18 Charles Barthelemy , Ruoyu Chen , Edward Lucyszyn

This paper studies the problem of determining the optimal cut-off for pairs trading rules. We consider two correlated assets whose spread is modelled by a mean-reverting process with stochastic volatility, and the optimal pair trading rule…

数理金融 · 定量金融 2014-12-25 Minh Man Ngo , Huyen Pham

We consider the problem of the optimal trading strategy in the presence of linear costs, and with a strict cap on the allowed position in the market. Using Bellman's backward recursion method, we show that the optimal strategy is to switch…

投资组合管理 · 定量金融 2012-03-28 Joachim de Lataillade , Cyril Deremble , Marc Potters , Jean-Philippe Bouchaud

Pairs trading is a market-neutral strategy that exploits historical correlation between stocks to achieve statistical arbitrage. Existing pairs-trading algorithms in the literature require rather restrictive assumptions on the underlying…

统计金融 · 定量金融 2016-08-15 Atul Deshpande , B. Ross Barmish

In this paper, we investigate trading strategies based on exponential moving averages (ExpMAs) of an underlying risky asset. We study both logarithmic utility maximization and long-term growth rate maximization problems and find closed-form…

数理金融 · 定量金融 2019-02-25 Matthew Lorig , Zhou Zhou , Bin Zou

We carry out a large-scale empirical data analysis to examine the efficiency of the so-called pairs trading. On the basis of relevant three thresholds, namely, starting, profit-taking, and stop-loss for the `first-passage process' of the…

交易与市场微观结构 · 定量金融 2015-03-20 Mitsuaki Murota , Jun-ichi Inoue

We study several optimal stopping problems that arise from trading a mean-reverting price spread over a finite horizon. Modeling the spread by the Ornstein-Uhlenbeck process, we analyze three different trading strategies: (i) the long-short…

交易与市场微观结构 · 定量金融 2017-01-12 Tim Leung , Yerkin Kitapbayev

We study the problem of dynamically trading multiple futures whose underlying asset price follows a multiscale central tendency Ornstein-Uhlenbeck (MCTOU) model. Under this model, we derive the closed-form no-arbitrage prices for the…

数理金融 · 定量金融 2021-02-26 Tim Leung , Yang Zhou

Pair trading is one of the most effective statistical arbitrage strategies which seeks a neutral profit by hedging a pair of selected assets. Existing methods generally decompose the task into two separate steps: pair selection and trading.…

计算金融 · 定量金融 2023-09-26 Weiguang Han , Boyi Zhang , Qianqian Xie , Min Peng , Yanzhao Lai , Jimin Huang
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