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英文标题:
《Large-scale empirical study on pairs trading for all possible pairs of stocks listed on the first section of the Tokyo Stock Exchange》 --- 作者: Mitsuaki Murota, Jun-ichi Inoue --- 最新提交年份: 2015 --- 英文摘要: 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 spread (gap) between two highly-correlated stocks, we construct an effective strategy to make a trade via `active\' stock-pairs automatically. The algorithm is applied to $1,784$ stocks listed on the first section of the Tokyo Stock Exchange leading up to totally $1,590,436$ pairs. We are numerically confirmed that the asset management by means of the pairs trading works effectively at least for the past three years (2010-2012) data sets in the sense that the profit rate becomes positive (totally positive arbitrage) in most cases of the possible combinations of thresholds corresponding to `absorbing boundaries\' in the literature of first-passage processes. --- 中文摘要: 我们进行了大规模的实证数据分析,以检验所谓的配对交易的效率。基于两个高度相关的股票之间价差(差距)的“第一次通过过程”的相关三个阈值,即启动、获利回吐和止损,我们构建了一个有效的策略,通过“活跃”股票对自动进行交易。该算法适用于东京证券交易所(Tokyo Stock Exchange)第一部分上市的1784美元的股票,总计1590436美元。我们从数字上确认,至少在过去三年(2010-2012年)的数据集中,通过配对交易进行的资产管理有效,即在首次通过过程文献中与“吸收边界”相对应的阈值组合的大多数情况下,利润率变为正(完全正套利)。 --- 分类信息: 一级分类:Quantitative Finance 数量金融学 二级分类:Trading and Market Microstructure 交易与市场微观结构 分类描述:Market microstructure, liquidity, exchange and auction design, automated trading, agent-based modeling and market-making 市场微观结构,流动性,交易和拍卖设计,自动化交易,基于代理的建模和做市 -- 一级分类:Quantitative Finance 数量金融学 二级分类:Computational Finance 计算金融学 分类描述:Computational methods, including Monte Carlo, PDE, lattice and other numerical methods with applications to financial modeling 计算方法,包括蒙特卡罗,偏微分方程,格子和其他数值方法,并应用于金融建模 -- 一级分类:Quantitative Finance 数量金融学 二级分类:Portfolio Management 项目组合管理 分类描述:Security selection and optimization, capital allocation, investment strategies and performance measurement 证券选择与优化、资本配置、投资策略与绩效评价 -- --- PDF下载: --> |
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