Developing trading strategies based on risk-analysis of stocks

被引:0
|
作者
Sykora, Martin [1 ]
Singh, Sameer [1 ]
机构
[1] Loughborough Univ Technol, Res Sch Informat, Loughborough, Leics, England
关键词
D O I
10.1007/978-1-84628-945-3_9
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Risk Management has always been of fundamental importance to financial markets. The aim of all good trading strategies is based around minimising possible risk and at the same time achieving most profit. A balance between these two factors must be struck for different risk - profit profiles. In this paper we describe an innovative way for visually quantifying risk, and we show how our method can be used as a tool for developing trading strategies to help manage risk. We run our algorithm on selected historical FTSE-100 stocks and pick some companies for a more detailed study of trading strategies. The method shows considerable promise for future research work.
引用
收藏
页码:83 / +
页数:2
相关论文
共 50 条
  • [21] Distinguishing manipulated stocks via trading network analysis
    Sun, Xiao-Qian
    Cheng, Xue-Qi
    Shen, Hua-Wei
    Wang, Zhao-Yang
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2011, 390 (20) : 3427 - 3434
  • [22] Deep Reinforcement Learning Based Optimization and Risk Control of Trading Strategies
    Bao, Mengrui
    [J]. JOURNAL OF ELECTRICAL SYSTEMS, 2024, 20 (05) : 241 - 252
  • [23] Trend-Following Trading Strategies in U.S. Stocks: A Revisit
    Szakmary, Andrew
    Lancaster, M.
    [J]. FINANCIAL REVIEW, 2015, 50 (02) : 221 - 255
  • [24] The strategic risk-analysis (SRA) An integrated model to the development of criminal investigation of strategic analysis
    Lehmann, Alexandra
    Berresheim, Alexander
    [J]. KRIMINALISTIK, 2009, 63 (07): : 396 - 402
  • [25] An analysis of trading in target stocks before successful takeover announcements
    Clements, Marcus
    Singh, Harminder
    [J]. JOURNAL OF MULTINATIONAL FINANCIAL MANAGEMENT, 2011, 21 (01) : 1 - 17
  • [26] Tail-risk protection trading strategies
    Packham, N.
    Papenbrock, J.
    Schwendner, P.
    Woebbeking, F.
    [J]. QUANTITATIVE FINANCE, 2017, 17 (05) : 729 - 744
  • [27] Systematic risk-Analysis to support a living maintenance programme for railway infrastructure
    [J]. Söderholm, Peter (peter.soderholm@trafikverket.se), 1600, Emerald Group Holdings Ltd. (23):
  • [28] On the measurement of risk of some cointegrated trading strategies
    Cerny, Michal
    Holy, Vladimir
    Tomanova, Petra
    Beranova, Lucie
    [J]. 39TH INTERNATIONAL CONFERENCE ON MATHEMATICAL METHODS IN ECONOMICS (MME 2021), 2021, : 60 - 65
  • [29] Modeling Risk of Low Latency Trading Strategies
    Balasanov, Yuri
    Doynikov, Alexander
    Korolev, Victor
    Nazarov, Leonid
    [J]. 2013 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP), 2013, : 1136 - 1136
  • [30] Optimal dynamic trading strategies with risk limits
    Cuoco, Domenico
    He, Hua
    Isaenko, Sergei
    [J]. OPERATIONS RESEARCH, 2008, 56 (02) : 358 - 368