Familiarity Breeds Short-Termism

Ellapulli V. Vasudevan
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Abstract

Investors exhibit a robust and systematic pattern of shortening their holding period in a stock on which they execute multiple round trip trades. On average, the holding period shortens by 11% with each additional round trip. I show this tendency to be short-termed is associated with reinforcement learning. Investors are more likely to shorten the holding period after a round trip where they could have realized a better return had they sold earlier. Investors become short-termed as they become more familiar with trading a stock.
熟悉滋生短视
投资者在执行多次往返交易时,表现出一种强有力的、系统的缩短持股时间的模式。平均而言,每增加一次往返,持有期缩短11%。我认为这种倾向与强化学习有关。投资者更有可能在往返之后缩短持有时间,如果他们早些卖出,他们可能会获得更好的回报。当投资者越来越熟悉股票交易时,他们的名字就变得更短了。
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