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Where high-dimensional chemical data requires analysis, master the use of PLS, Lasso, and Ridge regression. Learn the professional techniques for linking physico-chemical properties to degradation rates while overcoming multicollinearity. This technical guide ensures your research findings are consistent, reliable, and mathematically sound.