Regression Data Analysis, Overfitting, Loocv, Crossvalidation, Calibration.
such as Akaike’s Information Criterion (AIC) or Bayesian Information Criterion (BIC) to compare models of different complexity. These criteria balance goodness of fit with model complexity, penalising overly complex models. Plot the residuals: Examine the residuals from your fitted model. If you