{"title":"量化研究理念在中国和日本ETF期权和股票市场的检验","authors":"Jingzhong Zhang","doi":"10.2139/ssrn.2787497","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":384078,"journal":{"name":"ERN: Other Econometrics: Data Collection & Data Estimation Methodology (Topic)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2019-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Quant Research Ideas to Test for ETF Option and Equity Markets in China and Japan\",\"authors\":\"Jingzhong Zhang\",\"doi\":\"10.2139/ssrn.2787497\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":384078,\"journal\":{\"name\":\"ERN: Other Econometrics: Data Collection & Data Estimation Methodology (Topic)\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2019-05-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ERN: Other Econometrics: Data Collection & Data Estimation Methodology (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.2787497\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ERN: Other Econometrics: Data Collection & Data Estimation Methodology (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.2787497","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.