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Why linear time trends are sometimes superior to year fixed effects for managing multicollinearity. Learn the professional way to handle situations where your key regressor is highly correlated with time. This technical manual ensures your modeling approach is scientifically sound, robust, and presented with absolute clarity and analytical rigor.