{"title":"Limitations of Modeling the Relationship between Financial Ratios of Mechanical Engineering Companies","authors":"N. S. Pomuleva","doi":"10.3103/s1068798x24701156","DOIUrl":null,"url":null,"abstract":"<h3 data-test=\"abstract-sub-heading\">Abstract</h3><p>On the example of data on companies of the mechanical engineering industry, an analysis of the relationship of financial ratios and their impact on the financial risk index (FRI) for self-assessment of the risk of business insolvency is performed using a linear regression model in Python. In the course of construction and quality control of the model, limitations of its practical application are revealed. Conclusions and recommendations are formulated based on analysis results.</p>","PeriodicalId":35875,"journal":{"name":"Russian Engineering Research","volume":"8 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Russian Engineering Research","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3103/s1068798x24701156","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"Engineering","Score":null,"Total":0}
引用次数: 0
Abstract
On the example of data on companies of the mechanical engineering industry, an analysis of the relationship of financial ratios and their impact on the financial risk index (FRI) for self-assessment of the risk of business insolvency is performed using a linear regression model in Python. In the course of construction and quality control of the model, limitations of its practical application are revealed. Conclusions and recommendations are formulated based on analysis results.
期刊介绍：
Russian Engineering Research is a journal that publishes articles on mechanical and production engineering. The journal covers the development of different branches of mechanical engineering, new technologies, and tools for machine and materials design. Emphasis is on operations research and production-line layout, industrial robots and manipulators, quality control and process engineering, kinematic analysis of machine assemblies, and computerized integrated manufacturing systems.
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