Regression Data Analysis, Overfitting, Loocv, Crossvalidation, Calibration.
data with localised features or when dealing with nonlinear relationships. They are commonly used in machine learning, kernel methods, and nonparametric regression. Splines are piecewise polynomial functions defined over different intervals. Common types include cubic splines, where each piece is a