IDEAS home Printed from https://ideas.repec.org/a/spt/admaec/v10y2020i2f10_2_7.html
   My bibliography  Save this article

Effects of Slope Coefficients and Bollinger Bands on Short-term Investment

Author

Listed:
  • Hsien-Ming Chou
  • Tsai-Lun Cho

Abstract

The trend of short-term investment in stock index futures is increasing because many investors are focusing on gaining benefits quickly and they often regard day trading as their primary occupation. However, most investors are only concerned with fast profits and have insufficient information to take risks, leading to the failure of short-term investment. Existing short-term investment studies are still in the early stages. Due to the lack of an empirical process and technical support, short-term forecasting could be ineffective or useless compared to fundamental analysis used in medium- or long-term investment. This study proposes a new method that includes slope coefficients and Bollinger bands features to support the needs of investors and provides an empirical process to evaluate their effect. In addition, to reflect real behaviors of investors, this study applies artificial intelligence technology to handle different timelines to solve the issues of unstable trendlines and turning point. The result strongly indicates that providing both slope coefficients and Bollinger bands enables investors to generate interests, and different timelines could have different effects on short-term investment. JEL classification numbers: G17, G23, G40Keywords: Short-term investment, Stock index futures, Slope coefficients, Bollinger bands, Artificial intelligence

Suggested Citation

  • Hsien-Ming Chou & Tsai-Lun Cho, 2020. "Effects of Slope Coefficients and Bollinger Bands on Short-term Investment," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 10(2), pages 1-7.
    • Handle: RePEc:spt:admaec:v:10:y:2020:i:2:f:10_2_7
    as

    Download full text from publisher

    File URL: http://www.scienpress.com/Upload/AMAE%2fVol%2010_2_7.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Shaozhen Chen & Bangqian Zhang & GengJian Zhou & Qiaoxu Qin, 2018. "Bollinger Bands Trading Strategy Based on Wavelet Analysis," Applied Economics and Finance, Redfame publishing, vol. 5(3), pages 49-58, May.
    2. Lucian A. Bebchuk & Alon Brav & Wei Jiang, 2015. "The Long-Term Effects of Hedge Fund Activism," NBER Working Papers 21227, National Bureau of Economic Research, Inc.
    3. Johanna Amberger & Ralf Fendel, 2017. "The Slope of the Euro Area Phillips Curve: Always and Everywhere the Same?," Applied Economics and Finance, Redfame publishing, vol. 4(3), pages 77-88, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hsien-Ming Chou & Tsai-Lun Cho & Chihli Hung, 2023. "Home-based Self-health Management Strategies of COVID-19 for the Elderly in Applied Economics," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 13(1), pages 1-1.
    2. Hsien-Ming Chou, 2024. "Analyzing the Impact of COVID-19 on Short-Term Investment Behavior through Stochastic Oscillator Indicators," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-6.
    3. Hsien-Ming Chou, 2023. "Using Bull and Bear Index of Deep Learning to Improve the Indicator Model on Extremely Short-term Futures Trading," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 13(6), pages 1-6.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hsien-Ming Chou, 2024. "Analyzing the Impact of COVID-19 on Short-Term Investment Behavior through Stochastic Oscillator Indicators," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 14(5), pages 1-6.
    2. Aslan, Hadiye & Kumar, Praveen, 2016. "The product market effects of hedge fund activism," Journal of Financial Economics, Elsevier, vol. 119(1), pages 226-248.
    3. Chen, Yong & Kelly, Bryan & Wu, Wei, 2020. "Sophisticated investors and market efficiency: Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 138(2), pages 316-341.
    4. Fos, Vyacheslav & Almeida, Heitor & Ersahin, Nuri & Irani, Rustom M & ,, 2019. "Do Short-Term Incentives Affect Long-Term Productivity?," CEPR Discussion Papers 13894, C.E.P.R. Discussion Papers.
    5. Oehler, Andreas & Schmitz, Jonas Tobias, 2021. "Does intensified communication of hedge funds with letters affect abnormal returns?," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 127-142.
    6. Caselli, Stefano & Gatti, Stefano & Chiarella, Carlo & Gigante, Gimede & Negri, Giulia, 2023. "Do shareholders really matter for firm performance? Evidence from the ownership characteristics of Italian listed companies," International Review of Financial Analysis, Elsevier, vol. 86(C).
    7. Strong, John S., 2022. "The evolution of activist investors in the U.S. railroad industry," Research in Transportation Economics, Elsevier, vol. 96(C).
    8. Fabio Busetti & Michele Caivano & Davide Delle Monache, 2021. "Domestic and Global Determinants of Inflation: Evidence from Expectile Regression," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(4), pages 982-1001, August.
    9. Gantchev, Nickolay & Sevilir, Merih & Shivdasani, Anil, 2020. "Activism and empire building," Journal of Financial Economics, Elsevier, vol. 138(2), pages 526-548.
    10. Kostaris, Konstantinos & Andrikopoulos, Andreas, 2023. "Brokers in beneficial ownership: A network approach," International Review of Financial Analysis, Elsevier, vol. 88(C).
    11. Tamas Barko & Martijn Cremers & Luc Renneboog, 2022. "Shareholder Engagement on Environmental, Social, and Governance Performance," Journal of Business Ethics, Springer, vol. 180(2), pages 777-812, October.
    12. Flávia S. Maranho & Patrícia M. Bortolon & Ricardo P. C. Leal, 2020. "The firm–investor level characteristics of institutional investor engagement in Brazil," International Journal of Disclosure and Governance, Palgrave Macmillan, vol. 17(4), pages 267-281, December.
    13. Jonathan M. Karpoff, 2021. "On a stakeholder model of corporate governance," Financial Management, Financial Management Association International, vol. 50(2), pages 321-343, June.
    14. Maffett, Mark & Nakhmurina, Anya & Skinner, Douglas J., 2022. "Importing activists: Determinants and consequences of increased cross-border shareholder activism," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    15. Flugum, Ryan & Howe, John S., 2020. "Hedge fund activism and analyst uncertainty," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 206-227.
    16. Bessler, Wolfgang & Vendrasco, Marco, 2022. "Corporate control and shareholder activism in Germany: An empirical analysis of hedge fund strategies," International Review of Financial Analysis, Elsevier, vol. 83(C).
    17. Liu, Bin & Xiao, Wen & Zhu, Xingting, 2023. "How does inter-industry spillover improve the performance of volatility forecasting?," The North American Journal of Economics and Finance, Elsevier, vol. 65(C).
    18. Zhang, Shuran, 2021. "Directors’ career concerns: Evidence from proxy contests and board interlocks," Journal of Financial Economics, Elsevier, vol. 140(3), pages 894-915.
    19. Lel, Ugur & Tepe, Mete, 2021. "Investor horizon and managerial short-termism," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 1-20.
    20. Natalia Semenova, 2023. "The Public Effect of Private Sustainability Reporting: Evidence from Incident-Based Engagement Strategy," Journal of Business Ethics, Springer, vol. 182(2), pages 559-572, January.

    More about this item

    Keywords

    short-term investment; stock index futures; slope coefficients; bollinger bands; artificial intelligence;
    All these keywords.

    JEL classification:

    • G17 - Financial Economics - - General Financial Markets - - - Financial Forecasting and Simulation
    • G23 - Financial Economics - - Financial Institutions and Services - - - Non-bank Financial Institutions; Financial Instruments; Institutional Investors

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spt:admaec:v:10:y:2020:i:2:f:10_2_7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Eleftherios Spyromitros-Xioufis (email available below). General contact details of provider: http://www.scienpress.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.