量化研究理念在中国和日本ETF期权和股票市场的检验

Jingzhong Zhang
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引用次数: 0

摘要

我们为中国和日本的股票市场提出了三个详细的量化交易理念。第一个观点讨论了中国新兴的50个ETF期权市场和备兑看涨策略的可行性。第二个想法是评估日本央行ETF购买计划所隐含的机会。第三,利用特征选择对中国卖空和融资融券数据进行预测。每个想法的局限性和关注点将分别讨论。根据第一节建立的估值模型,我们可以根据对策略绩效和投资特征的推导估计,分别为每个交易理念估值150万、46万和33万美元。
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Quant Research Ideas to Test for ETF Option and Equity Markets in China and Japan
We present three in-detail quantitative trading ideas for equity markets in China and Japan. First idea discusses the emerging 50 ETF option markets in China and the feasibility of a covered call strategy. Second idea evaluates the opportunities implied by the ETF purchase program of Bank of Japan. Third idea demonstrates the predicting effectiveness of Chinese short selling and margin buying data with feature selection. Limitations and concerns for each idea is discussed separately. With a valuation model established in the first section, we are able to value each trading idea at 1.5M, 0.46M and 0.33M USD respectively, based on derived estimates of strategy performances and investment characteristics.
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