Deflation strategies for multi-block principal component analysis revisited

► Three different deflation strategies for Multi-block PCA are investigated. ► Interpretational aspects and applications of the deflation strategies are studied. ► Orthogonality properties are investigated for global/block scores and loadings. ► Reconstruction procedures for the block matrices are described. ► Results are illustrated by a real data set and simulated data sets.