The overall program structure is presented in Listing 1 ... added to prevent huge model coefficient values that can cause model overfitting. The weakness of linear ridge regression compared to more ...

Linear regression remains a cornerstone of statistical analysis, offering a framework for modelling relationships between a dependent variable and one or more independent predictors. Over the past ...