A Simultaneous Equations Model of Returns, Volatility, And Volume With Intraday Trading Dynamics

Megan Y. Sun, June F. Li

Abstract


This paperextends the finance literature by modeling stock returns, volatility, andvolume in a simultaneous equations model while incorporating the effects oftrading dynamics on these three variables. Evidence shows that returns, volatility, and volume are interrelated.  However, research typically examined them asthree separate relationships between each pair of the three variables. Priorliterature has also failed to examine the impact of intraday trading dynamicson returns, volatility, and volume.  Thisstudy overcomes both limitations.  Usinga simultaneous equations model that incorporates feedbacks among these threevariables, this study documents that intraday skewness hassignificant impacts on daily returns, volatility, and volume.  In addition, the two-way relationshipsbetween the variables change significantly when they are estimatedsimultaneously.  The findings in thisstudy deepen our understanding of the relationships between returns,volatility, and volume and have important implications for traders, portfoliomanagers, and other market participants.

Full Text:

PDF


DOI: https://doi.org/10.5430/afr.v4n2p50

Refbacks

  • There are currently no refbacks.


Accounting and Finance Research
ISSN 1927-5986 (Print)   ISSN 1927-5994 (Online)

Copyright © Sciedu Press

To make sure that you can receive messages from us, please add the 'Sciedupress.com' domain to your e-mail 'safe list'. If you do not receive e-mail in your 'inbox', check your 'bulk mail' or 'junk mail' folders.