Understanding Weighting in Linear Models Using R's Predict Function

Understanding Prediction Components in R Linear Regression: Unscaling Predictions with Model Coefficients and Predictor Variables

Using Xgboost for Non-Linear Regression: Addressing Imbalance and Selecting Objective Functions