Article

Mondon, CamilleORCID: https://orcid.org/0009-0007-4569-990X, Trinh, Thi Huong, Ruiz-Gazen, AnneORCID: https://orcid.org/0000-0001-8970-8061 and Thomas-Agnan, ChristineORCID: https://orcid.org/0000-0002-7845-5385 (2026) ICS for complex data with application to outlier detection for density data. Journal of Multivariate Analysis (vol.211).

Palarea-Albaladejo, Javier, Martín-Fernández, Josep Antoni, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2022) lrSVD: an efficient imputation algorithm for incomplete high-throughput compositional data. Journal of Chemometrics, vol. 36 (n° 12).

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

Fischer, DanielORCID: https://orcid.org/0000-0002-7513-683X, 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.

Berro, Alain, Larabi Marie-Sainte, Souad and Ruiz-Gazen, Anne (2011) Genetic algorithms and particle swarm optimization for exploratory projection pursuit. Annals of Mathematics and Artificial Intelligence, Learning and Intelligent Optimization, vol. 60 (n° 1/2). pp. 153-178.

Ruiz-Gazen, Anne (2006) Introduction à la discussion de l’article de M. Fréchet (Journal de la Société Statistique de Paris, 1940). Journal de la Société Française de statistique, 147 (2). pp. 17-21.

Daouia, Abdelaati and Ruiz-Gazen, Anne (2006) Robust Nonparametric Frontier Estimators: Qualitative Robustness and Influence Function. Statistica Sinica, 16 (4). pp. 1233-1253.

Fekri, M. and Ruiz-Gazen, Anne (2006) Robust estimation in the simple errors-in-variables model. Statistics and Probability Letters, 76 (16). pp. 1741-1747.

Croux, Christophe and Ruiz-Gazen, Anne (2005) High breakdown estimators for principal components : the projection-pursuit approach revisited. Journal of Multivariate Analysis, 95 (1). pp. 206-226.

Aragon, Yves, Haziza, David and Ruiz-Gazen, Anne (2005) Les simulations dans l’enseignement des sondages, avec le logiciel Genesis sous SAS et la bibliothèque Sondages sous R. revue MODULAD (32). pp. 86-91.

Aragon, Yves, Haughton, Dominique, Haughton, Jonathan, Leconte, Eve, Malin, Eric, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2003) Explaining the Pattern of Regional Unemployment: the case of the Midi-Pyrenées Region. Papers in Regional Science (82). pp. 155-174.

Caussinus, H., Hakam, S. and Ruiz-Gazen, Anne (2003) Projections révélatrices contrôlées, Groupements et structures diverses. Revue de Statistique Appliquée, 51 (1). pp. 37-58.

Fekri, M. and Ruiz-Gazen, Anne (2003) Robust weighted orthogonal regression in the errors-in-variables model. Journal of Multivariate Analysis (88). pp. 89-108.

Caussinus, H., Fekri, M., Hakam, S. and Ruiz-Gazen, Anne (2003) A monitoring display of Multivariate Outliers. Computational Statistics and Data Analysis, 44 (1). pp. 237-252.

Caussinus, H., Hakam, S. and Ruiz-Gazen, Anne (2002) Projections révélatrices contrôlées, Recherche d’individus atypiques. Revue de Statistique Appliquée, 50 (4). pp. 81-94.

Baccini, A., Caussinus, H. and Ruiz-Gazen, Anne (2001) Apprentissage progressif en Analyse Discriminante. Revue de Statistique Appliquée, 49 (4). pp. 87-99.

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

Favre-Martinoz, Cyril, Ruiz-Gazen, Anne, Beaumont, Jean-François and Haziza, David (2017) Robustness in survey sampling using the conditional bias approach with R implementation. In: Studies in Theoretical and Applied Statistics Vichi, Maurizio (ed.) Studies in Theoretical and Applied Statistics. pp. 3-13. ISBN 978-3-319-73905-2

Monograph

Becquart, Colombe, Archimbaud, Aurore, Ruiz-Gazen, AnneORCID: https://orcid.org/0000-0001-8970-8061, 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

Medous, Estelle, Goga, Camelia, Ruiz-Gazen, Anne, Beaumont, Jean-François, Dessertaine, Alain and Puech, Pauline (2022) QR Prediction for Statistical Data Integration. TSE Working Paper, n. 22-1344

Lopuhaä, Henrik Paul, Garès, Valérie and Ruiz-Gazen, Anne (2022) S-estimation in linear models with structured covariance matrices. TSE Working Paper, n. 22-1343, Toulouse

Ruiz-Gazen, Anne, Thomas-Agnan, Christine, Laurent, Thibault and Mondon, Camille (2022) Detecting outliers in compositional data using invariant coordinate selection. TSE Working Paper, n. 22-1320, Toulouse.

Boulfani, Fériel, Gendre, Xavier, Ruiz-Gazen, Anne and Salvignol, Martina (2021) A statistical approach for sizing an aircraft electrical generator using extreme value theory. TSE Working Paper, n. 21-1274, Toulouse, France

Medous, Estelle, Goga, Camelia, Ruiz-Gazen, Anne, Beaumont, Jean-François, Dessertaine, Alain and Puech, Pauline (2021) Many-to-One indirect sampling with application to the French postal traffic estimation. TSE Working Paper, n. 21-1269, Toulouse

Archimbaud, Aurore, Boulfani, Fériel, Gendre, Xavier, Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2021) ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control. TSE Working Paper, n. 21-1182, Toulouse

Laurent, Thibault, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2020) Covariates impacts in spatial autoregressive models for compositional data. TSE Working Paper, n. 20-1162

Thomas-Agnan, Christine, Laurent, Thibault, Ruiz-Gazen, Anne, Nguyen, T.H.A, Chakir, Raja and Lungarska, Anna (2020) Spatial simultaneous autoregressive models for compositional data: application to land use. TSE Working Paper, n. 20-1098, Toulouse

Goga, Camelia and Ruiz-Gazen, Anne (2019) Improving the estimation of the odds ratio in sampling surveys using auxiliary information. TSE Working Paper, n. 19-1000, Toulouse

Bachoc, François, Genton, Mark G., Nordhausen, Klaus, Ruiz-Gazen, Anne and Virta, Joni (2019) Spatial Blind Source Separation. TSE Working Paper, n. 19-998, Toulouse

Nguyen, T.H.A, Laurent, Thibault, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2018) Analyzing the impacts of socio-economic factors on French departmental elections with CODA methods. TSE Working Paper, n. 18-961, Toulouse

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2017) Prédiction de l’usage des sols sur un zonage régulier à différentes résolutions et à partir de covariables facilement accessibles. TSE Working Paper, n. 17-769, Toulouse

Juillard, Hélène, Chauvet, Guillaume and Ruiz-Gazen, Anne (2016) Estimation under cross-classified sampling with application to a childhood survey. TSE Working Paper, n. 16-659, Toulouse

Book

Daouia, Abdelaati and Ruiz-Gazen, Anne, eds. (2021) Advances in Contemporary Statistics and Econometrics : Festschrift in Honor of Christine Thomas-Agnan. Springer International Publishing ISBN 978 3 0307 3248 6