An empirical study of the contrarian strategy against US equities in the Japanese market

Yasuhiro Iwanaga
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Abstract

This study examines the contrarian strategy against US equities. We observe a reversal effect against US equities: for samples in which the previous day’s daily return on the S&P 500 index is positive (negative), the following day’s intraday returns on Japanese stock-index futures are negative (positive).We analyze the returns unique to Japan during overnight hours, which we refer to as abnormal after-hours returns. We confirm that samples with positive (negative) abnormal after-hours returns exhibit positive (negative) intraday returns. We divide the sample into cases in which the US and Japanese stock markets have the same investment environment and those in which it differs, and we observe a reversal effect against US equities only in the latter case. We use an out-of-sample analysis to verify the performance of the contrarian strategy against US equities coupled with abnormal after-hours return information, and we find this combination performs better than employing the contrarian strategy against US equities on its own.
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日本市场对美股反向投资策略的实证研究
本研究考察了针对美国股市的反向投资策略。我们观察到对美国股票的逆转效应:对于前一天标准普尔500指数的日回报为正(负)的样本,第二天日本股指期货的日内回报为负(正)。我们分析了日本独有的夜间退货,我们称之为下班后异常退货。我们确认具有正(负)异常后小时回报的样本显示正(负)日内回报。我们将样本分为两种情况,一种是美国和日本股市具有相同的投资环境,另一种是不同的投资环境,我们观察到只有在后一种情况下,美国股市才会出现逆转效应。我们使用样本外分析来验证反向策略对美国股票的表现,再加上异常的盘后回报信息,我们发现这种组合比单独使用反向策略对美国股票的表现更好。
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Implementing mean–variance spanning tests with short-sales constraints Integrated stock–bond portfolio management What have we learned from 20 million historical US stock data? An empirical study of the contrarian strategy against US equities in the Japanese market
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