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Who seeks professional precision in chemical data analysis should master PLS, Lasso, and Ridge regression. This technical guide explains how these methods link physico-chemical properties to degradation rates. Improve your analytical reporting and ensure your descriptions are robust and reliable for all professional environmental applications.