{"title":"高库存周转率影响因素的三重筛选方法","authors":"Yu Pei, Xiaorgong Xue","doi":"10.12783/dtem/mebit2021/35640","DOIUrl":null,"url":null,"abstract":"Taking 2680 stocks selected from the market as the research object, this paper proposes a triple screening method for the influential factors of high transfer of stocks. Firstly, we preprocess the data and eliminate the variables with insufficient information. Secondly, cluster analysis was used to eliminate small clusters. Finally, according to the method of feature engineering, we further screen the features. In addition, this paper uses factor analysis method for reference to calculate the profitability of listed companies. The effect is remarkable.","PeriodicalId":406724,"journal":{"name":"2021 International Conference on Management, Economics, Business and Information Technology","volume":"297 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-06-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A TRIPLE SCREENING METHOD FOR THE IMPACT FACTORS OF HIGH STOCK TURNOVER\",\"authors\":\"Yu Pei, Xiaorgong Xue\",\"doi\":\"10.12783/dtem/mebit2021/35640\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Taking 2680 stocks selected from the market as the research object, this paper proposes a triple screening method for the influential factors of high transfer of stocks. Firstly, we preprocess the data and eliminate the variables with insufficient information. Secondly, cluster analysis was used to eliminate small clusters. Finally, according to the method of feature engineering, we further screen the features. In addition, this paper uses factor analysis method for reference to calculate the profitability of listed companies. The effect is remarkable.\",\"PeriodicalId\":406724,\"journal\":{\"name\":\"2021 International Conference on Management, Economics, Business and Information Technology\",\"volume\":\"297 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-06-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 International Conference on Management, Economics, Business and Information Technology\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.12783/dtem/mebit2021/35640\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Management, Economics, Business and Information Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.12783/dtem/mebit2021/35640","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A TRIPLE SCREENING METHOD FOR THE IMPACT FACTORS OF HIGH STOCK TURNOVER
Taking 2680 stocks selected from the market as the research object, this paper proposes a triple screening method for the influential factors of high transfer of stocks. Firstly, we preprocess the data and eliminate the variables with insufficient information. Secondly, cluster analysis was used to eliminate small clusters. Finally, according to the method of feature engineering, we further screen the features. In addition, this paper uses factor analysis method for reference to calculate the profitability of listed companies. The effect is remarkable.