Bayesian Analysis
Bayesian Analysis is effective where no previous sales history exists, such as with new items or items with short lifecycles. It requires a custom plan to serve as the initial sales plan. It may be configured to lend more weight to recent history as it accrues. Once enough history exists, standard forecasting methods must be used, such as Exponential Smoothing. This enables a plan with current data to create a new forecast.