Mixed-frequency investor sentiment and stock price behavior
DOI:
Author:
Affiliation:

Clc Number:

Fund Project:

  • Article
  • |
  • Figures
  • |
  • Metrics
  • |
  • Reference
  • |
  • Related
  • |
  • Cited by
  • |
  • Materials
  • |
  • Comments
    Abstract:

    This paper studies investor sentiment with three different frequencies: daily,weekly and monthly, and applies MIDAS model to study the effects of mixed-frequency investor sentiment on stock market return and volatility. It is found that the mixed-frequency sentiment has a significant positive impact on both return and volatility and that the MIDAS model outperforms the traditional regression model. The GARCH-MIDAS model is used to study the effect of mixed-frequency sentiment on the stock volatility,and it is found that the mixed-frequency sentiment significantly affects the long-term volatility.

    Reference
    Related
    Cited by
Get Citation
Share
Article Metrics
  • Abstract:
  • PDF:
  • HTML:
  • Cited by:
History
  • Received:
  • Revised:
  • Adopted:
  • Online: May 10,2018
  • Published:
You are the th visitor Address:Room 908, Building A, 25th Teaching Building, Tianjin University, 92 Weijin Road, Nankai District, Tianjin Postcode:300072
Telephone:022-27403197 Email:jmsc@tju.edu.cn