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Box-Cox Transformation for Exponential Smoothing With Application

Box-Cox Transformation for Exponential Smoothing With Application

This article introduces a novel algorithm for incorporating power transformation into the estimation process of a Holt-Winters Seasonal model. The algorithm outlines a series of steps aimed at selecting the most appropriate power parameter estimate. This selection is achieved using the conventional Maximum Likelihood Estimation method in combination with various …