For uncorrelated factors, the variance explained by a factor can be computed with or without taking the weights into account. The usual method for computing variance accounted for by a factor is to ...

that optimally address one or both of these two goals -explaining response variation and explaining predictor variation. In particular, principal components regression selects factors that explain as ...