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Volume 7, Issue 1
A Study on Demonstrating the Consistency of the Formulation of the Parameters of 5 or Less Independent Variables of Multiple Linear Regression with Data Examples

Mehmet Korkmaz

DOI: 10.12150/jnma.2025.20

J. Nonl. Mod. Anal., 7 (2025), pp. 20-42.

Published online: 2025-02

[An open-access article; the PDF is free to any online user.]

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  • Abstract

In this study, it is aimed to demonstrate the consistency of the previously given formulations of the parameters of 5 or less independent variables of multiple linear regression with data examples. All the values in the parameter formulas of 5 or less independent variables with respect to one dependent variable were found to be the same as all the parameter values obtained from the related equation system. In other words, the values found with the parameter formulas and the parameter values found with the computer program were found to be the same.

  • Keywords

Linear regression, multiple linear regression, formulas of parameters, 5 or less independent variables.

  • AMS Subject Headings

62J05, 62J12

  • Copyright

COPYRIGHT: © Global Science Press

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@Article{JNMA-7-20, author = {Korkmaz , Mehmet}, title = {A Study on Demonstrating the Consistency of the Formulation of the Parameters of 5 or Less Independent Variables of Multiple Linear Regression with Data Examples}, journal = {Journal of Nonlinear Modeling and Analysis}, year = {2025}, volume = {7}, number = {1}, pages = {20--42}, abstract = {

In this study, it is aimed to demonstrate the consistency of the previously given formulations of the parameters of 5 or less independent variables of multiple linear regression with data examples. All the values in the parameter formulas of 5 or less independent variables with respect to one dependent variable were found to be the same as all the parameter values obtained from the related equation system. In other words, the values found with the parameter formulas and the parameter values found with the computer program were found to be the same.

}, issn = {2562-2862}, doi = {https://doi.org/10.12150/jnma.2025.20}, url = {http://global-sci.org/intro/article_detail/jnma/23831.html} }
TY - JOUR T1 - A Study on Demonstrating the Consistency of the Formulation of the Parameters of 5 or Less Independent Variables of Multiple Linear Regression with Data Examples AU - Korkmaz , Mehmet JO - Journal of Nonlinear Modeling and Analysis VL - 1 SP - 20 EP - 42 PY - 2025 DA - 2025/02 SN - 7 DO - http://doi.org/10.12150/jnma.2025.20 UR - https://global-sci.org/intro/article_detail/jnma/23831.html KW - Linear regression, multiple linear regression, formulas of parameters, 5 or less independent variables. AB -

In this study, it is aimed to demonstrate the consistency of the previously given formulations of the parameters of 5 or less independent variables of multiple linear regression with data examples. All the values in the parameter formulas of 5 or less independent variables with respect to one dependent variable were found to be the same as all the parameter values obtained from the related equation system. In other words, the values found with the parameter formulas and the parameter values found with the computer program were found to be the same.

Korkmaz , Mehmet. (2025). A Study on Demonstrating the Consistency of the Formulation of the Parameters of 5 or Less Independent Variables of Multiple Linear Regression with Data Examples. Journal of Nonlinear Modeling and Analysis. 7 (1). 20-42. doi:10.12150/jnma.2025.20
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