MacroPCA: An all-in-one PCA method allowing for missing values as well as cellwise and rowwise outliers

Mia Hubert, Peter J. Rousseeuw, Wannes Van den Bossche

Multivariate data are typically represented by a rectangular matrix (table) in which the rows are the objects (cases) and the columns are the variables (measurements). When there a…