An Approach Towards the Least-Squares Method for Simple Linear Regression

Authors : Hasan Halit TALİ, Ceren ÇELTİ

Pages : 38-44

Doi:10.54569/aair.1032607

View : 37 | Download : 17

Publication Date : 2022-09-23

Article Type : Research Paper

Abstract :This study approaches the least-squares method for simple linear regression model. The least-squares line does not comply with the data when there are outliers that have deceptive effects on the results in the dataset. The study aims to develop a method for obtaining a line that complies more with the data when there are outliers in the dataset.
Keywords : Applied mathematics, Machine learning, Simple linear regression, Least Squares method, Outliers