What makes Partial Least Squares regression essential

When you work with datasets containing hundreds or even thousands of variables, finding meaningful patterns can feel overwhelming. Partial Least Squares regression simplifies this process. It excels at managing datasets with high-dimensional predictors, noisy measurements, and multicollinearity — situations where traditional methods often fail. Research…