Asymmetric responses of international stock markets to trading volume

Richard Gerlach, Cathy W.S. Chen, Doris S.Y. Lin, Ming-Hsiang Huang

Research output: Contribution to journalArticle

11 Citations (Scopus)

Abstract

The major goal of this paper is to examine the hypothesis that stock returns and return volatility are asymmetric, threshold nonlinear, functions of change in trading volume. A minor goal is to examine whether return spillover effects also display such asymmetry. Employing a double-threshold GARCH model with trading volume as a threshold variable, we find strong evidence supporting this hypothesis in five international market return series. Asymmetric causality tests lend further support to our trading volume threshold model and conclusions. Specifically, an increase in volume is positively associated, while decreasing volume is negatively associated, with the major price index in four of the five markets. The volatility of each series also displays an asymmetric reaction, four of the markets display higher volatility following increases in trading volume. Using posterior odds ratio, the proposed threshold model is strongly favored in three of the five markets, compared to a US news double threshold GARCH model and a symmetric GARCH model. We also find significant nonlinear asymmetric return spillover effects from the US market.

Original languageEnglish
Pages (from-to)422-444
Number of pages23
JournalPhysica A: Statistical Mechanics and its Applications
Volume360
Issue number2
DOIs
Publication statusPublished - 2006 Feb 1

Fingerprint

Stock Market
Threshold Model
GARCH Model
thresholds
volatility
Volatility
Stock Returns
news
Series
Odds Ratio
Causality
Nonlinear Function
Asymmetry
Minor
Market
asymmetry

All Science Journal Classification (ASJC) codes

  • Statistics and Probability
  • Condensed Matter Physics

Cite this

Gerlach, Richard ; Chen, Cathy W.S. ; Lin, Doris S.Y. ; Huang, Ming-Hsiang. / Asymmetric responses of international stock markets to trading volume. In: Physica A: Statistical Mechanics and its Applications. 2006 ; Vol. 360, No. 2. pp. 422-444.
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Asymmetric responses of international stock markets to trading volume. / Gerlach, Richard; Chen, Cathy W.S.; Lin, Doris S.Y.; Huang, Ming-Hsiang.

In: Physica A: Statistical Mechanics and its Applications, Vol. 360, No. 2, 01.02.2006, p. 422-444.

Research output: Contribution to journalArticle

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