Understanding Generalized Linear Models (GLMs): From Linear Regression to Real-World Predictive Modeling in R

Introduction Modern data science problems rarely conform to the assumptions of classical linear regression. Real-world datasets often exhibit skewness, non-normal distributions, non-linear trends, or categorical outcomes. To address these challenges,...