adjusted R-squared

Model Perspective

Nov 20, 2022 · Fundamentals

Mastering Multiple Linear Regression: Models, ANOVA, and Dummy Variables

This article explains the fundamentals of multiple linear regression, covering model formulation, least‑squares estimation, ANOVA tables, adjusted R‑squared, standard error, hypothesis testing for coefficients, and the use of dummy variables for categorical predictors.