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首页> 外文期刊>International Journal of Financial Engineering >Do factors matter for predicting high-risk stock returns? Comparison of single-, three- and five-factor CAPM
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Do factors matter for predicting high-risk stock returns? Comparison of single-, three- and five-factor CAPM

机译:因素对预测高风险股票收益有影响吗?单因素,三因素和五因素CAPM的比较

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摘要

This study empirically analyzes the three models of CAPM in order to get the best determinants, and superlative model of CAPM in the context of Pakistan's Financial Sector. This study used fixed Effect model and Hausman test are used in this study to investigate the single-, three- and five-factor CAPM. First we analyzed the single factor CAPM, and results explain 52% variations in the dependent variable - stock returns. Next, the three-factors CAPM is analyzed, which elucidates 69% variations in the dependent variable - stock returns - on the addition of two more factors (size and value). Lastly, five factor CAPM is estimated, which provides 76% variations in the dependent variable - stock returns - by adding two more factors (investment and profitability) in the three factor CAPM. This shows that the addition of more factors in the CAPM bestows suitable results in the financial sector of Pakistan.
机译:本研究通过实证分析CAPM的三种模型以获得最佳决定因素,并在巴基斯坦金融业的背景下分析了CAPM的最高级模型。本研究采用固定效应模型,Hausman检验用于研究单因素,三因素和五因素CAPM。首先,我们分析了单因素CAPM,结果解释了因变量52%的变化-股票收益。接下来,对三因素CAPM进行了分析,阐明了因变量两个因素(大小和价值)相加而导致的因变量(股票收益)的69%变化。最后,估计了五因素CAPM,通过在三因素CAPM中增加两个因素(投资和盈利能力),可以提供因变量(股票收益)的76%的变化。这表明,在CAPM中增加更多因素可以为巴基斯坦金融部门带来适当的成果。

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