The relationship between stock return volatility and trading volume: The case of the Philippines

This article reconsiders the relationship between stock return volatility and trading volume. Based on the multi-factor stochastic volatility model for stock return, we suggest several specifications for the trading volume. This approach enables the unobservable information arrival to follow the ARM...

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Main Authors: Asai, Manabu, Unite, Angelo A.
Format: text
Published: Animo Repository 2008
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/3274
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-42212022-08-26T06:00:55Z The relationship between stock return volatility and trading volume: The case of the Philippines Asai, Manabu Unite, Angelo A. This article reconsiders the relationship between stock return volatility and trading volume. Based on the multi-factor stochastic volatility model for stock return, we suggest several specifications for the trading volume. This approach enables the unobservable information arrival to follow the ARMA process. We apply the model to the data of Philippine Stock Exchange Composite Index and find that two factors are adequate to describe the movements of stock return volatility and variance of trading volume. We also find that the weights for the factors of the return and volume models are different from each other. The empirical results show (i) a negative correlation between stock return volatility and variance of trading volume, and (ii) a lack of effect of information arrivals on the level of trading volume. These findings are contrary to the results for the equity markets of advanced countries. 2008-09-01T07:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/3274 Faculty Research Work Animo Repository Stocks—Prices Economics
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Stocks—Prices
Economics
spellingShingle Stocks—Prices
Economics
Asai, Manabu
Unite, Angelo A.
The relationship between stock return volatility and trading volume: The case of the Philippines
description This article reconsiders the relationship between stock return volatility and trading volume. Based on the multi-factor stochastic volatility model for stock return, we suggest several specifications for the trading volume. This approach enables the unobservable information arrival to follow the ARMA process. We apply the model to the data of Philippine Stock Exchange Composite Index and find that two factors are adequate to describe the movements of stock return volatility and variance of trading volume. We also find that the weights for the factors of the return and volume models are different from each other. The empirical results show (i) a negative correlation between stock return volatility and variance of trading volume, and (ii) a lack of effect of information arrivals on the level of trading volume. These findings are contrary to the results for the equity markets of advanced countries.
format text
author Asai, Manabu
Unite, Angelo A.
author_facet Asai, Manabu
Unite, Angelo A.
author_sort Asai, Manabu
title The relationship between stock return volatility and trading volume: The case of the Philippines
title_short The relationship between stock return volatility and trading volume: The case of the Philippines
title_full The relationship between stock return volatility and trading volume: The case of the Philippines
title_fullStr The relationship between stock return volatility and trading volume: The case of the Philippines
title_full_unstemmed The relationship between stock return volatility and trading volume: The case of the Philippines
title_sort relationship between stock return volatility and trading volume: the case of the philippines
publisher Animo Repository
publishDate 2008
url https://animorepository.dlsu.edu.ph/faculty_research/3274
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