Article

Archimbaud, Aurore, Boulfani, Fériel, Gendre, Xavier, Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2025) ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control. Econometrics and Statistics, Vol. 33. pp. 282-303.

Archimbaud, Aurore, Drmac, Zlatko, Nordhausen, Klaus, Radojicic, Una and Ruiz-Gazen, Anne (2023) Numerical Considerations and a New Implementation for Invariant Coordinate Selection. SIAM Journal on Mathematics of Data Science, vol. 5 (n° 1). pp. 97-121.

Nordhausen, Klaus and Ruiz-Gazen, Anne (2022) On the usage of joint diagonalization in multivariate statistics. Journal of Multivariate Analysis, vol. 188 (104844).

Fischer, Daniel, Berro, Alain, Nordhausen, Klaus and Ruiz-Gazen, Anne (2021) REPPlab : An R package for detecting clusters and outliers using exploratory projection pursuit. Communications in Statistics - Simulation and Computation, vol.50 (n°11). pp. 3397-3419.

Bachoc, François, Genton, Mark G., Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2020) Spatial Blind Source Separation. Biometrika, 107 (3). pp. 627-646.

Archimbaud, Aurore, Nordhausen, Klaus and Ruiz-Gazen, Anne (2018) ICS for multivariate outlier detection with application to quality control. Computational Statistics and Data Analysis, vol. 128. pp. 184-199.

Archimbaud, Aurore, Nordhausen, Klaus and Ruiz-Gazen, Anne (2018) Unsupervized outlier detection with ICSOutlier. The R Journal, 10 (1). pp. 234-250.

Book Section

Ruiz-Gazen, Anne, Thomas-Agnan, Christine, Laurent, Thibault and Mondon, Camille (2023) Detecting outliers in compositional data using Invariant coordinate selection. In: Robust and multivariate statistical methods: Festschrift in honor of David E. Tyler Yi, Mengxi and Nordhausen, Klaus (eds.) Springer. Cham pp. 197-224. ISBN 9783031226861

Liski, E., Nordhausen, Klaus, Oja, H. and Ruiz-Gazen, Anne (2016) Combining Linear Di-mension Reduction Subspaces. In: Recent Advances in Robust Statistics: Theory and Applications Agostinelli, C., Basu, A., Filzmoser, Peter and Mukherjee, D. (eds.) Springer. Chapter Combining Linear Di-mension Reduction Subspaces. pp. 131-149. ISBN 978-81-322-3643-6

Fekri, M. and Ruiz-Gazen, Anne (2015) A B-Robust Non-Iterative Scatter Matrix Estimator: Asymptotics and Application to Cluster Detection Using Invariant Coordinate Selection. In: Modern Nonparametric, Robust and Multivariate Methods Nordhausen, Klaus and Taskinen, Sara (eds.) Springer. Cham pp. 395-423. ISBN 978-3-319-22404-6

Monograph

Becquart, Colombe, Archimbaud, Aurore, Ruiz-Gazen, Anne, Prilé, Luka and Nordhausen, Klaus (2024) Invariant Coordinate Selection and Fisher Discriminant Subspace Beyond The Case of Two Groups. TSE Working Paper, n. 24-1579, Toulouse