Principal component analysis balancing prediction and approximation accuracy for spatial data

Si Cheng, Magali N. Blanco, Timothy V. Larson +3

Dimension reduction is often the first step in statistical modeling or prediction of multivariate spatial data. However, most existing dimension reduction techniques do not account…