Abstract Dynamic herding analysis in a frontier market
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Dynamic herding analysis in a frontier market

机译:前沿市场中的动态羊群分析

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AbstractWe use constant coefficient and time-varying parameter approaches to examine herding in the context of a frontier market. Our sample comprises of all companies listed on the Trinidad and Tobago Stock Exchange from January 2001 to December 2014. We find significant evidence of herding across the market, which is more prominent for smaller stocks. Microstructures, including liquidity and volatility, intensify herd behavior, except for larger firms. Additional analyses show that herding is present in both up and down markets, but is stronger during rising markets. The time-varying analysis, based on a state-space Kalman filter, further establishes that herding, though quite prevalent, is not a static feature of the market but evolves throughout the sample period. Specifically, it oscillates between greater herding to anti-herd behavior, as investors identify themselves with crises and better information access respectively.
机译: 摘要 我们使用常数系数和时变参数方法来检查前沿市场环境中的羊群。我们的样本包括2001年1月至2014年12月在特立尼达和多巴哥证券交易所上市的所有公司。我们发现大量的证据表明市场上存在羊群效应,这在较小型股票中更为明显。除大型企业外,微观结构(包括流动性和波动性)加剧了羊群行为。进一步的分析表明,上下市场都存在羊群效应,但在上升的市场中羊群效应更强。基于状态空间卡尔曼滤波器的时变分析进一步确定,尽管羊群现象相当普遍,但它并不是市场的静态特征,而是在整个样本期间内不断发展。具体而言,当投资者分别识别自己处于危机和更好的信息访问权限时,它会在更大的羊群行为与反羊群行为之间摇摆。

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