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Method Of Lowering The Computational Overhead Involved In Money Management For Systematic Multi-Strategy Hedge Funds

机译:降低系统化多策略对冲基金资金管理中计算开销的方法

摘要

A data representation is deployed that comprises instances of a software object implementing a particular systematic trading strategy; there are multiple such instances (‘strategy instances’), each corresponding to a different trading strategy, with a strategy instance being paired with a tradable instrument. The method comprises the steps of: (a) each strategy instance providing an estimate of its returns; (b) using Bayesian inference to assess predefined characteristics of each estimate; (c) allocating capital to specific strategy instance/instrument pairings depending on the estimated returns and the associated characteristics. The object based representation is both flexible and powerful; because it directly supports a Bayesian inference, it is functionally better than known approaches because it allows characteristics, such as the reliability of the return estimates to be quantified and modelled and the accuracy of the return estimates to be improved.
机译:部署的数据表示形式包括实现特定系统交易策略的软件对象的实例;存在多个这样的实例(“策略实例”),每个实例对应于不同的交易策略,并且策略实例与可交易工具配对。该方法包括以下步骤:(a)每个策略实例提供其收益的估计; (b)使用贝叶斯推断来评估每个估计的预定义特征; (c)根据估计的收益和相关的特征将资金分配给特定的策略实例/工具对。基于对象的表示既灵活又强大。因为它直接支持贝叶斯推断,所以在功能上优于已知方法,因为它可以对诸如收益估算的可靠性进行量化和建模以及提高收益估算的准确性等特征。

著录项

  • 公开/公告号US2008097884A1

    专利类型

  • 公开/公告日2008-04-24

    原文格式PDF

  • 申请/专利权人 GAVIN ROBERT FERRIS;

    申请/专利号US20050718787

  • 发明设计人 GAVIN ROBERT FERRIS;

    申请日2005-11-08

  • 分类号G06Q40/00;G06F17/10;

  • 国家 US

  • 入库时间 2022-08-21 20:14:00

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