Importance analysis for models with correlated input variables using state dependent parameters approach
A novel SDP method is proposed to decompose the contribution of correlated inputs. The two essential steps for the importance measure of correlated inputs are unified. Relationship between two kinds of importance measure of correlated inputs is revealed.
correlated input variable importance measure variance contribution uncorrelated contribution correlated contribution state dependent parameters method