逆向投资与动量策略的盈利能力:来自伊斯坦布尔证券交易所的证据

Recep Bildik, Guzhan Gulay
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It also investigates the weak-form efficiency of the stock market by examining the profitability of a number of contrarian strategies based on past prices, size, price, book-to-market, earnings-to-price ratios of stocks. Prior loser-stocks are found to outperform prior winner-stocks consistent with the predictions of the overreaction hypothesis. Compounded annual return difference between the top-winners and top-losers is around 15% in favor of loser-stocks since the average return difference during the 10-year period is 1.14% per month. Empirical findings for the longer-term average returns up to 36 month holding periods reveal a reversal of returns from 15 months to 36 months. On the other hand, we find that average abnormal returns and the average abnormal return difference per month between losers and winners increase as the holding period extends. Results also indicate that there is a downward trend in average returns for the winner stocks based upon the length of past returns that is used for portfolio formation but upward trend for the losers. Profitability of the strategies is robust to changes in the size of the portfolios. We also find that contrarian profits in January are significantly higher than those in non-January months, particularly for the short-term holding periods such as one and three months, however, losers outperform the winners in most of the months of the year. The overreaction is significantly stronger for smaller firms than for larger firms. Losers portfolio are typically smaller, lower priced, high-B/M and high-E/P stocks (as distressed stocks) than stocks in the winners portfolio. Our evidence indicates that there is significant price, size, B/M and E/P effects in stock returns in ISE, consistent to previous empirical work. 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引用次数: 24

摘要

金融学者和从业者已经认识到,股票的平均回报与过去的表现有关,股票回报的横截面是基于过去的回报来预测的。许多研究人员报告说,过去的输家(负或最低回报的股票)在随后的三到五年里表现优于过去的赢家(正或最高回报的股票),反之亦然,不仅在美国市场,而且在其他股市也是如此。本研究采用与Jegadeesh和Titman(1993)相同的实证方法,考察了1991年至2000年间主要新兴市场之一伊斯坦布尔证券交易所(ISE)股票回报的动量和反向效应。它还根据股票的过去价格、规模、价格、账面市值比和市盈率,通过检验一些反向策略的盈利能力,研究了股票市场的弱形式效率。先前的输家股票表现优于先前的赢家股票,这与过度反应假说的预测相一致。最大赢家和最大输家之间的复合年回报率差约为15%,因为10年期间的平均回报率差为每月1.14%。对于长期平均回报率(最长可达36个月)的实证研究发现,从15个月到36个月的回报率出现了逆转。另一方面,我们发现平均异常收益和月平均异常收益差随着持仓期的延长而增大。结果还表明,基于用于组合形成的过去回报长度,赢家股票的平均回报呈下降趋势,而输家的平均回报呈上升趋势。这些策略的盈利能力随着投资组合规模的变化而变化。我们还发现,1月份的反向利润明显高于非1月份的利润,尤其是短期持有期,如1个月和3个月,然而,在一年中的大多数月份,输家的表现都优于赢家。小公司的过度反应明显强于大公司。与赢家投资组合中的股票相比,输家投资组合通常是规模较小、价格较低、高账面价值比和高市盈率的股票(即不良股票)。我们的证据表明,ISE的股票回报存在显著的价格、规模、B/M和E/P效应,与之前的实证工作一致。基于过去收益、规模、价格、市净率、市净率、市净率等5个不同因素,在不同的形成周期和持股期对80种不同策略进行分析后发现,股价较低、规模较小、过去收益较低、市净率和市净率较高的股票显著高于其他股票。以价格、规模和市盈率为基础的投资组合比过度反应假说所建议的输赢投资组合获得更大的回报。赢家和输家投资组合的巨额利润可能包含或由其他因素引起,如规模、市盈率和市盈率效应。这很可能是一种与其他因素有关的基于尺寸的现象。另一方面,研究结果表明,输家比赢家风险更大,因为他们对所有三个Fama-French因素都更敏感,然而,显著的反向利润与风险因素部分相关,并没有被Fama和French的三因素模型所捕获。赢家和输家投资组合的巨大异常回报和过度反应效应可能只能部分解释风险因素。最后,我们的研究结果表明,ISE的股票收益存在逆向效应,或者更具体地说是“赢家和输家效应”,买进过去的输家、卖出过去的赢家的逆向交易策略为投资者带来了与DeBondt和Thaler(1985)一致的显著异常利润。然而,证据也与过度反应一致,部分与行为假设和风险一致,反向策略盈利背后的原因需要通过使用新的解释性风险因素和假设来仔细审查。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Profitability of Contrarian vs Momentum Strategies: Evidence from the Istanbul Stock Exchange
Financial academics and practitioners have recognized that average stock returns are related to past performance and cross-section of stock returns is that predictable based on past returns. Number of researchers report that past losers (negative or lowest return-stocks) outperform past winners (positive or highest return-stocks) or vice versa over the subsequent three to five years not only in US markets but also in other stock markets. This study examines the momentum and contrarian effects on stock returns in one of the leading emerging markets, Istanbul Stock Exchange (ISE) between years 1991 and 2000 by using the same empirical methodology in Jegadeesh and Titman (1993). It also investigates the weak-form efficiency of the stock market by examining the profitability of a number of contrarian strategies based on past prices, size, price, book-to-market, earnings-to-price ratios of stocks. Prior loser-stocks are found to outperform prior winner-stocks consistent with the predictions of the overreaction hypothesis. Compounded annual return difference between the top-winners and top-losers is around 15% in favor of loser-stocks since the average return difference during the 10-year period is 1.14% per month. Empirical findings for the longer-term average returns up to 36 month holding periods reveal a reversal of returns from 15 months to 36 months. On the other hand, we find that average abnormal returns and the average abnormal return difference per month between losers and winners increase as the holding period extends. Results also indicate that there is a downward trend in average returns for the winner stocks based upon the length of past returns that is used for portfolio formation but upward trend for the losers. Profitability of the strategies is robust to changes in the size of the portfolios. We also find that contrarian profits in January are significantly higher than those in non-January months, particularly for the short-term holding periods such as one and three months, however, losers outperform the winners in most of the months of the year. The overreaction is significantly stronger for smaller firms than for larger firms. Losers portfolio are typically smaller, lower priced, high-B/M and high-E/P stocks (as distressed stocks) than stocks in the winners portfolio. Our evidence indicates that there is significant price, size, B/M and E/P effects in stock returns in ISE, consistent to previous empirical work. After we analyzed 80 different strategies based on five different factors such as past-return, size, price, B/M and E/P, in various length of formation and holding periods, we find that stocks that have lower price, smaller size, lower past-return, higher-B/M and E/P are significantly provide higher returns than others. Price, size and E/P-based portfolios earn a larger return than loser-winner portfolios suggested by the overreaction hypothesis. Large profits of winners&losers portfolios might be subsumed or caused by the other factors such as size, E/P and B/M effects. It might most probably be size-based phenomenon with the contribution of other factors. On the other hand, findings show that losers are riskier than the winners because they are more sensitive to all three Fama-French factors, however, significant contrarian profits are partially related with risk factors and not captured by the three-factor model of Fama and French. Large abnormal returns of winner and loser portfolios and overreaction effects might be explained only in part by the risk factors. Finally, our results show that contrarian effects or more specifically "winners and losers effect" are existing on stock returns in ISE and the contrarian trading strategies that is buying past losers and selling past winners realize significant abnormal profits to the investors consistent to DeBondt and Thaler (1985). However the evidence is also consistent with the overreaction and partially with the behavioral hypothesis and risk, reasons behind the profitability of the contrarian strategies needs to be scrutinized by using new explanatory risk factors and hypothesis.
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