About this document
Estimating Coefficient β in Linear Regression by mali1102013 is a document available to read on EtoBox.
The document outlines four methods for estimating the coefficient β in linear regression: Ordinary Least Squares (OLS), Gradient Descent, Maximum Likelihood Estimation (MLE), and Bayesian Estimation. It also mentions Regularized Regression techniques, such as ridge and lasso, which include penalty terms to mitigate overfitting. Each method has its own approach and characteristics, including closed form solutions and iterative processes.
- Author
- mali1102013
- Language
- EN