Factor timing in the Chinese stock market

IF 0.5 4区 经济学 Q4 ECONOMICS
Yuxiao Wu
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Abstract

I conduct an exploratory study about the feasibility of factor timing in the Chinese stock market, covering 24 representative and well-identified risk factors in 10 categories from the literature. The long–short portfolio of short-term reversal exhibits strong out-of-sample predictability, which is robust across various models and all types of predictors. This predictability is significant both statistically and economically, with a simple investment strategy obtaining its return three times higher than the buy-and-hold return in the sample period and a significant annualized 20.4% CH-3 alpha. Portfolio historical volatility and market volatility measurement predictors play crucial roles in the reversal factor premium's robust predictability. However, such results are not evident in predicting all other factors' long–short portfolios as well as all factors' long-wing and short-wing portfolios, and this failure cannot be attributed to their exposure to unpredictable market returns.

Abstract Image

中国股市的因素时机
我对中国股票市场因素择时的可行性进行了探索性研究,涵盖了文献中10大类24个具有代表性且识别良好的风险因素。短期反转的长空组合表现出很强的样本外可预测性,这种可预测性在各种模型和所有类型的预测因子中都是稳健的。这种可预测性在统计上和经济上都很重要,在样本期内,简单的投资策略获得的回报是买入并持有回报的三倍,年化CH-3 alpha达到20.4%。投资组合历史波动率和市场波动率计量预测因子在反转因子溢价的稳健可预测性中起着至关重要的作用。然而,这种结果在预测所有其他因素的多空组合以及所有因素的长翼和短翼组合时并不明显,这种失败不能归因于他们暴露于不可预测的市场回报。
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