Demand Planning, Demand Forecasting, Time Series Forecasting, Supply Chain Management.
Data Cleaning (Product Transitions) We identified product transitions throughout our intensive data-cleaning exercise. As illustrated in the figure below, when a new product replaces another one, our model can look at the historical sales of the former to the advantage of forecasting the new one.