demonstrating high performance, clarity, and interpretability. Secondly, several prediction models using advanced machine learning … techniques were created for highly precise predictions of financial literacy levels. …

as well as income through machine learning techniques and more traditional statistical and econometric models. We …

failure in Brazil by employing advanced machine learning techniques. We collected data from 235 companies and conducted …

This open-access book combines traditional economic methods with newer machine learning techniques such as regression …

the Least Absolute Shortage and Shrinkage Operator (LASSO). Results were further confirmed through other machine-learning … techniques. Beyond traditional financial ratios and payment behavior variables, our findings show that the incorporation of …