{"title":"商业分析中线性的末日：基于编程工具的实用分析","authors":"Ihor Hurnyak, Hurniak Yaroslav","doi":"10.32388/q71143","DOIUrl":null,"url":null,"abstract":"Modern tools, especially in the conditions of availability of computer calculations, no longer need simplification in the form of linearity in modeling business processes. Using the example of the interaction of strategies, Fama - French analysis, neural networks and other tools, the appropriateness of transforming the methodology in the direction of nonlinearity is shown. The method of simulating physical forces in economic processes is included in this analysis. A range of Python and R packages are used.\n","PeriodicalId":503632,"journal":{"name":"Qeios","volume":"22 12","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Last Days of Linearity in Business Analytics: Useful Analysis Based on Programming Tools\",\"authors\":\"Ihor Hurnyak, Hurniak Yaroslav\",\"doi\":\"10.32388/q71143\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Modern tools, especially in the conditions of availability of computer calculations, no longer need simplification in the form of linearity in modeling business processes. Using the example of the interaction of strategies, Fama - French analysis, neural networks and other tools, the appropriateness of transforming the methodology in the direction of nonlinearity is shown. The method of simulating physical forces in economic processes is included in this analysis. A range of Python and R packages are used.\\n\",\"PeriodicalId\":503632,\"journal\":{\"name\":\"Qeios\",\"volume\":\"22 12\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Qeios\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.32388/q71143\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Qeios","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.32388/q71143","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
现代工具，特别是在计算机计算可用的条件下，不再需要以线性形式简化业务流程建模。以战略互动、法玛-弗伦奇分析、神经网络和其他工具为例，说明了向非线性方向转变方法的适当性。模拟经济过程中物理力量的方法也包含在这一分析中。使用了一系列 Python 和 R 软件包。
Last Days of Linearity in Business Analytics: Useful Analysis Based on Programming Tools
Modern tools, especially in the conditions of availability of computer calculations, no longer need simplification in the form of linearity in modeling business processes. Using the example of the interaction of strategies, Fama - French analysis, neural networks and other tools, the appropriateness of transforming the methodology in the direction of nonlinearity is shown. The method of simulating physical forces in economic processes is included in this analysis. A range of Python and R packages are used.
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