Feature based modeling for forecasting and optimization

摘要

Computer implemented systems and methods are provided that generate or at least facilitate forecasting and strategy outcomes optimization solution based upon metric analysis of characteristics, and/or other controlled attributes (collectively feature metrics) for products and/or services. A model that represents the relationship between periodic outcome variable (Y) and causal variables (X1 . . . Xn) is formulated using one or more suitable algorithmic techniques or models (e.g., linear regression, time series regression, Bayesian or a combination).