Contrarian and Momentum Investment Strategies in Pakistan Stock Exchange

Jalal Shah, Attaullah Shah
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引用次数: 1

Abstract

In this study, we examine several aspects of the momentum strategies such as profitability, risk-based explanation, and decomposition of the momentum profits. For this purpose, we use weekly and monthly data of 581 firms listed at the Pakistan Stock Exchange (PSX) for the period 2004-2014. We found the presence of momentum profits over short- and long-horizons, while majority of the contrarian profits were observed only in the presence of penny stocks that have share prices of PKR 10 or less. As a robustness check, we computed returns through weighted relative strength scheme and average cumulative abnormal returns. Interestingly, both the methods have shown a similar pattern in returns. Further, to know which factor contributes more to momentum and contrarian profits, we used the model proposed by Lo and MacKinlay (1990). Our findings show that the overreaction effect is the largest contributing factor of contrarian profits in PSX, while cross-sectional risk is the second largest factor. Moreover, the lead-lag effect contributes positively to the contrarian profits. Similarly, the largest contributing factor for momentum profits is the underreaction effect whereas cross-sectional risk is the second largest factor that positively affects momentum profits. Unlike contrarian profits, lead-lag effect reduces the momentum profits in the PSX.
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巴基斯坦证券交易所的反向和动量投资策略
在本研究中,我们考察了动量策略的几个方面,如盈利能力、基于风险的解释和动量利润的分解。为此,我们使用2004-2014年期间在巴基斯坦证券交易所(PSX)上市的581家公司的每周和每月数据。我们发现,短期和长期都存在动量利润,而大多数反向利润只出现在股价低于10卢比的低价股上。作为稳健性检验,我们通过加权相对强度方案和平均累积异常收益计算收益。有趣的是,这两种方法都显示出相似的回报模式。此外,为了了解哪个因素对动量和反向利润贡献更大,我们使用了Lo和MacKinlay(1990)提出的模型。我们的研究结果表明,过度反应效应是PSX逆向利润的最大贡献因素,而横断面风险是第二大因素。此外,领先滞后效应对逆向利润有积极的贡献。同样,对动量利润的最大贡献因素是反应不足效应,而横截面风险是对动量利润产生积极影响的第二大因素。与逆向利润不同,领先滞后效应降低了PSX的动量利润。
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