指数水平上邻近偏差导致巴基斯坦股市心理障碍

T. A. Siddiqui, D. Siddiqui
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摘要

人们在投资股票市场时似乎带有一种行为偏见。这通常表现在人们的投资行为与市场行为的不同涨跌相吻合。这些可以被称为心理障碍,是指市场在突破上涨或下跌之前倾向于停留的某些指数水平(通常是100的倍数)。这种行为缺乏任何理性解释,与市场基本面无关。本文探讨了巴基斯坦股市是否存在接近性偏见,这种偏见可能会产生“心理障碍”,并使投资者对某些指数水平产生“特殊”的主观看法。我们对KSE-100指数进行了实证分析,以调查这些与人类心理有关的上下波动。我们获得了这些新兴市场从1994年初到2011年底的每日股票价格指数,包含2610个时间序列数据点。心理障碍设置为100的倍数,如500级、600级、700级等。对于6000点、7000点、8000点等千倍的kospi指数。研究结果表明,指数价格在价格水平和条件回报动态上均表现出障碍迹象。本研究结果中所显示的障碍效应表明,在研究期间,该系列的价格分布和条件回报动态明显不频繁。这项研究并没有声称将障碍与特定的因果效应联系起来,但作者认为,缺乏正式的理性解释似乎确实表明了行为基础。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Proximity Bias Leading to Psychological Barriers in Pakistani Stock Market at Index Level
People seem to carry a behavioral bias in investing in the stock market. This is usually depicted in people's investment behavior that coincides with market behavior in different up and down. These can be called psychological barriers’ that are certain index levels (usually in multiples of 100) at which the market tends to stick before breaking out either up or down. This behavior is devoid of any rational explanation and has nothing to do with the market fundamentals. This paper explored whether proximity bias exists in the Pakistani stock market that could create ‘psychological barriers’ and create investors’ subjective perception of ‘something special’ about certain index levels. We carry out an empirical analysis of the KSE-100 index to investigate these up and down that relate to human psychology. We obtained daily stock price indices of these emerging markets from the beginning of 1994 to the end of 2011 consisting of 2610 time-series data points. The psychological barriers were set at multiples of one hundred, such as the 500-level, 600-level, 700-level, and onwards. For the KSE-100 indices which are at multiples of a thousand, such as 6000-level, 7000-level, 8000-level.Our results reveal that the index price did display signs of barriers in both the price level and conditional return dynamics. The barrier effects indicated in the results of this study show clear infrequencies in the price distribution and conditional return dynamics of the series over the period examined. This study does not claim to link the barriers to a particular causal effect, but the authors believe that the lack of a formal rational explanation does seem to indicate a behavioral underpinning.
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