- Advances in Artificial Intelligence Research
- Vol: 2 Issue: 2
- An Approach Towards the Least-Squares Method for Simple Linear Regression
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 : 17 | Download : 4
Publication Date : 2022-09-23
Article Type : Research
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