Missing values in multi-level simultaneous component analysis

Julie Josse (1) , Marieke E. Timmerman (2) , Henk A.L. Kiers (3)

1 IRMAR - Institut de Recherche Mathématique de Rennes
2 Heymans Institute of Psychology
3 DPMG - Heymans Institute

Mots clés: Multi-set component analysis; Missing data; Regularization; Imputation

Domaines: Statistiques [math.ST]; Théorie [stat.TH]

Julie Josse, Marieke E. Timmerman, Henk A.L. Kiers. Missing values in multi-level simultaneous component analysis. Chemometrics and Intelligent Laboratory Systems, 2013, 129, pp.21-32. ⟨10.1016/j.chemolab.2013.05.010⟩. ⟨hal-01070880⟩