Statistical consequences of applying a PCA noise filter on EELS spectrum images

► We studied the statistical effect of a PCA and weighted PCA noise filter on EELS spectrum images. ► In a PCA scree plot, there are no pure noise or signal components. ► PCA filtering can introduce considerable bias, offsetting the benefits of better SNR. ► An evaluation criterion for estimating the validity of PCA filtering is proposed.