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Using Regression Models to Analyze Data

  • Vladimir Nelyub,
  • Vladislav Kukartsev,
  • Maxim Kobelev,
  • Aleksey Borodulin,
  • Alexey Gladkov

摘要

This study explores the possibility of using regression medians to analyze data. The analysis can then be used to predict or classify the target variable of the data set. In this case study, we examine the performance of regression methods on a dataset of earning salaries of Ayiti professionals for the years 2020–2023. The most influential factors are found and a comparison of the selected method with similar ones is presented.