Regression theory in linear and logistic model With an illustrated example in programming language R

  • MEDINI Atmane
  • AOUADI Mostafa
Keywords: Least Squares, Linear Regression, Logistic Model, Homes statistics, Coefficient

Abstract

The validity of the model in linear theory regression, was determined through theoptimal estimation of the line variation through the analysis of sediments on OLS, but if study was concerned on logistic model, a number of different statistics will have to be resorted to, such as
Homs -limcho 'statistics to examining the quality of conformity ,such classification tables where there is on other statistics that's give a partial indication. and significance of the variables Interpretation. Where the study aimed to meet the regression theory between the two models while supporting the idea with an applied example in the programming language R.

Published
2025-12-04