TESTING FOR LINEAR AND NONLINEAR GRANGER CAUSALITY IN THE STOCK RETURN AND STOCK TRADING VOLUME RELATION: MALAYSIA AND SINGAPORE CASES

Ong Sheue Li
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Abstract

This study aims at examining the short-run linear and nonlinear Granger causality between stock return and trading volume in Malaysia and Singapore cases based on the Vector Autoregression (VAR) model and Taylor expansion of the nonlinear model, proposed by PéguinFeissolle, et al. (2008), respectively. We find evidence of significant bidirectional nonlinear causality between returns and trading volume in Malaysia case while unidirectional nonlinear causality from trading volume to stock return in Singapore case, which may establish useful base for future empirical work in considering nonlinearity studies for the dynamic relationship of stock return and trading volume.
股票收益与股票交易量关系的线性与非线性granger因果关系检验:马来西亚与新加坡案例
本研究旨在分别基于PéguinFeissolle等(2008)提出的向量自回归(VAR)模型和非线性模型的Taylor展开,检验马来西亚和新加坡案例中股票收益与交易量之间的短期线性和非线性格兰杰因果关系。我们发现在马来西亚案例中收益与交易量之间存在显著的双向非线性因果关系,而在新加坡案例中,交易量与股票收益之间存在单向非线性因果关系,这为今后考虑股票收益与交易量动态关系的非线性研究奠定了有益的实证基础。
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