• DocumentCode
    574892
  • Title

    ACC 2012 tutorial session: An introduction to hedged-like stock trading from a control theoretic point of view

  • Author

    Primbs, James A. ; Barmish, B. Ross

  • Author_Institution
    Dept. of Manage. Sci. & Eng., Stanford Univ., Stanford, CA, USA
  • fYear
    2012
  • fDate
    27-29 June 2012
  • Firstpage
    4496
  • Lastpage
    4497
  • Abstract
    The topics in this tutorial relate to a new line of research involving the use of control-theoretic tools in stock trading. No significant knowledge of stock trading will be assumed. Our goal is to demonstrate how feedback-based methods can be used to protect an individual stock or portfolio using trading algorithms and diversification concepts. A major theme of the session will be to contrast the predictive models and associated methods of classical finance with new reactive approaches that emphasize the attractive properties of feedback control. In this vein, classical predictive theory including Markowitz portfolio optimization, Merton´s model and pairs trading will be presented alongside the newer feedback-centered paradigm that utilizes concepts such as idealized market models, Simultaneous Long-Short (SLS) strategies and market neutralization.
  • Keywords
    control theory; differential equations; feedback; optimisation; stochastic processes; stock markets; Markowitz portfolio optimization; Merton model; classical finance; classical predictive theory; control theory; diversification concept; feedback control; feedback-based method; feedback-centered paradigm; hedged-like stock trading; idealized market model; individual stock protection; market neutralization; pairs trading; portfolio protection; predictive model; reactive approach; simultaneous long-short strategy; stochastic differential equation; stock trading knowledge; trading algorithm; Data models; Feedback control; Investments; Optimization; Portfolios; Predictive models; Tutorials;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • Conference_Location
    Montreal, QC
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2012.6315701
  • Filename
    6315701