Prefer a chat interface with context about you and your work?
Supervised Dynamic PCA: Linear Dynamic Forecasting with Many Predictors
This paper proposes a novel dynamic forecasting method using a new supervised Principal Component Analysis (PCA) when a large number of predictors are available. The new supervised PCA provides an effective way to bridge the gap between predictors and the target variable of interest by scaling and combining the predictors …