印度股市的羊群行为:分位数回归方法

A. Ansari
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引用次数: 0

摘要

本研究利用2000年1月至2018年12月BSE-500指数股票的平均每日数据,检验了印度股市中羊群行为的存在。该研究采用Chang等人(2000)开发的模型,使用回归分散的横截面绝对偏差作为羊群行为的度量。OLS回归的实证结果表明,在正常的市场回报和不对称的市场条件下,危机前、危机中和危机后都不存在羊群行为。同样,通过检查交易量和波动性,也没有发现羊群行为的证据。此外,通过应用分位数回归的非参数技术进行稳健性检查,结果与OLS结果保持一致。总体而言,从众行为在印度股市并不普遍。收益分散性增大的结果可能是由于印度股票市场有效的微观信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Herding behaviour in Indian equity market: a quantile regression approach
This study examines the presence of herding behaviour in the Indian equity market using average daily data from BSE-500 Index stocks for January 2000 to December 2018. The study employs model developed by Chang et al. (2000) using cross sectional absolute deviation of return dispersion as a measure of herding behaviour. The empirical results of OLS regression reveal absence of herding behaviour for pre, during and post crisis period in normal market return and the asymmetric market condition. Similarly, no evidence of herding behaviour is found by examining trading volume and volatility. Further, robustness checked by applying non-parametric techniques of quantile regression, the result remains consistent with OLS findings. Overall, herding behaviour does not prevail in the Indian equity market. The outcome of increased return dispersion may be due to the efficient micro information in the Indian equity market.
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