Far East Journal of Theoretical Statistics

The Far East Journal of Theoretical Statistics publishes original research papers and survey articles in the field of theoretical statistics, covering topics such as Bayesian analysis, multivariate analysis, and stochastic processes.

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ON STOCK MARKET ASYMMETRIC VOLATILITY AND TRADING VOLUME

Authors

  • Sebastian Kaweto Kalovwe
  • Joseph Ivivi Mwaniki
  • Richard Onyino Simwa

Keywords:

stock returns, volatility asymmetry, volatility persistence, GARCH-type models

DOI:

https://doi.org/10.17654/0972086322014

Abstract

This study utilized GARCH-type models to model the relationship between stock returns and its volatility in addition to investigating the asymmetric volatility of both emerging and developed markets. The effect of including trading volume in the conditional variance of GARCH-type models on volatility asymmetry and volatility persistence is probed. The results reveal that stock returns and its volatility are positively related. Moreover, developed markets are described by high volatility clustering and volatility persistence as compared to emerging markets. Addition of trading volume on conditional variance equation has an effect on both asymmetric volatility and volatility persistence. Finally, it is revealed that holding asset returns from emerging market is risky than that of developed markets.

Received: July 3, 2022 
Revised: August 9, 2022 
Accepted: September 10, 2022

References

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Published

2022-09-23

Issue

Section

Articles

How to Cite

ON STOCK MARKET ASYMMETRIC VOLATILITY AND TRADING VOLUME. (2022). Far East Journal of Theoretical Statistics , 66, 89-104. https://doi.org/10.17654/0972086322014

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