Advanced Trading Algorithms

所在平台: CourseraArchive

课程类别: 其他类别

大学或机构: CourseraNew

课程主页: https://www.coursera.org/archive/advanced-trading-algorithms

课程评论:没有评论

第一个写评论        关注课程

课程简介

Indian School of Business

课程评论(0条)

课程详情

This course will provide back test results for all the strategies in developed and emerging markets. The learner will also be taught scientific ways of back testing without succumbing to either look ahead (or) survival bias. You will learn various methods of building a robust back testing system for the strategies discussed in the previous course. You will be taught how to differentiate between mere data mining and results based on solid empirical or theoretical foundation. Next, you will learn the ways and means of back testing the results and subjecting the back test results to stress tests. After which, you will learn the various ways in which transaction costs and other frictions could be incorporated in the back testing algorithm. Finally, you will learn techniques for measuring a strategies' performance and the concept of risk adjusted return. You will use some of the famous measures for risk adjusted returns such as Sharpe ratio, Treynor's Ratio and Jenson's Alpha. You will see how to pick an appropriate benchmark for a proposed fund.

高级交易算法:本课程将为发达和新兴市场的所有策略提供回测结果。还将向学习者讲授科学的反向测试方法,而不必屈服于预见(或)生存偏差。 您将学习为上一课程中讨论的策略构建健壮的反向测试系统的各种方法。您将学习如何基于扎实的经验或理论基础在纯数据挖掘和结果之间进行区分。接下来,您将学习回溯结果的方法和方法,并对回溯结果进行压力测试。之后,您将学习可以在回溯测试算法中纳入交易成本和其他摩擦的各种方法。最后,您将学习测量策略绩效和风险调整收益概念的技术。您将使用一些著名的风险调整收益率指标,例如Sharpe比率,Treynor比率和Jenson的Alpha。您将了解如何为拟议基金选择合适的基准。

课程标签

0人关注该课程

主题相关的课程