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.

Rieser, Christopher, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2023) Edgewise outliers of network indexed signals. IEEE Transactions on Signal Processing, vol.72. pp. 1-13.

Medous, Estelle, Goga, Camelia, Ruiz-Gazen, Anne, Beaumont, Jean-François, Dessertaine, Alain and Puech, Pauline (2023) QR prediction for statistical data integration. Survey Methodology, vol. 49 (n° 2). pp. 385-410.

Lopuhaä, Henrik Paul, Garès, Valérie and Ruiz-Gazen, Anne (2023) S-estimation in linear models with structured covariance matrices. Annals of Statistics, vol.51 (n°6). pp. 2415-2439.

Laurent, Thibault, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2023) Covariates impacts in spatial autoregressive models for compositional data. Journal of Spatial Econometrics, vol. 4.

Medous, Estelle, Goga, Camelia, Ruiz-Gazen, Anne, Beaumont, Jean-François, Dessertaine, Alain and Puech, Pauline (2023) Many-to-One indirect sampling with application to the French postal traffic estimation. Annals of Applied Statistics, vol. 17 (n° 1). pp. 838-859.

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.

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).

Laurent, Thibault, Nguyen, Thi Huong An, Thomas-Agnan, Christine and Ruiz-Gazen, Anne (2022) Analyzing the impacts of socio-economic factors on French departmental elections with CoDa methods. Journal of Applied Statistics, vol. 49 (n° 5). pp. 1235-1251.

Boulfani, Fériel, Gendre, Xavier, Ruiz-Gazen, Anne and Salvignol, Martina (2021) A statistical approach for sizing an aircraft electrical generator using extreme value theory. CEAS Aeronautical Journal. pp. 1-24.

Nguyen, Thi Huong An, Thomas-Agnan, Christine, Laurent, Thibault, Ruiz-Gazen, Anne, Chakir, Raja and Lungarska, Anna (2021) A simultaneous spatial autoregressive model for compositional data. Spatial Economic Analysis, vol. 16 (n° 2). pp. 161-175.

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.

Goga, Camelia and Ruiz-Gazen, Anne (2019) Estimating the odds-ratio using auxiliary information. Annales de l’I.S.U.P., 63 (2-3).

Nguyen, T. H. A., Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Laurent, Thibault (2019) Multivariate Student versus Multivariate Gaussian Regression Models with Application to Finance. Journal of Risk and Financial Management, vol. 12 (n° 1).

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.

Boistard, Hélène, Lopuhaä, Rik and Ruiz-Gazen, Anne (2017) Functional central limit theorems for single-stage sampling designs. Annals of Statistics, vol.45 (n°4). pp. 1728-1758.

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 : Land use predictions on a regular grid at different scales and with easily accessible covariates. Revue Economique, 68. pp. 435-469.

Juillard, Hélène, Chauvet, Guillaume and Ruiz-Gazen, Anne (2017) Estimation under cross-classified sampling with application to a childhood survey. Journal of the American Statistical Association, 112 (518). pp. 850-858.

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2016) Spatial scale in land use models: application to the Teruti-Lucas survey. Spatial Statistics, 18. pp. 246-262.

Ruiz-Gazen, Anne and Villa-Vialaneix, Nathalie (2015) Beyond model visualization for multi-dimensional data: high-dimension and complex non numeric data. Statistical Analysis and Data Mining, 8 (4). pp. 232-239.

Filzmoser, Peter, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2014) Identification of local multivariate outliers. Statistical Papers, 55 (1). pp. 29-47.

Goga, Camelia and Ruiz-Gazen, Anne (2014) Efficient Estimation of Nonlinear Finite Population Parameters Using Nonparametric Estimation. Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.76 (n°1). pp. 113-140.

Beaumont, Jean-François, Haziza, David and Ruiz-Gazen, Anne (2013) A unified approach to robust estimation in finite population sampling. Biometrika, 100 (3). pp. 555-569.

Boistard, Hélène, Lopuhaä, Rik and Ruiz-Gazen, Anne (2012) Approximation of rejective sampling inclusion probabilities and application to high order correlations. Electronic Journal of Statistics, 6. pp. 1967-1983.

Laurent, Thibault, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2012) GeoXp: an R package for interactive exploratory spatial data analysis. Journal of Statistical Software, 47 (2).

Ruiz-Gazen, Anne (2012) Robust statistics: a functional approach. Annales de l’I.S.U.P., 56. pp. 49-64.

Berro, Alain, Larabi, Souâd 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.

Jutand, Marthe Aline and Ruiz-Gazen, Anne (2011) L’enseignement à distance en statistique et l’usage de logiciels au travers de deux exemples. Statistique et Enseignement, 2 (2). pp. 25-39.

Croux, Christophe, Fekri, M. and Ruiz-Gazen, Anne (2010) Fast and Robust estimation of the Multivariate Errors in Variables Model. Test, 19 (2). pp. 286-303.

Berro, Alain, Larabi Marie-Sainte, Souad and Ruiz-Gazen, Anne (2010) Genetic Algorithms and Particle Swarm Optimization for Exploratory Projection Pursuit. Annals of Mathematics and Artificial Intelligence, 60 (1-2). pp. 153-178.

Genton, Mark G. and Ruiz-Gazen, Anne (2010) Visualizing Influential Observations in Dependent Data. Journal of Computational and Graphical Statistics, 19 (4). pp. 808-825.

Deville, Jean Claude, Goga, Camelia and Ruiz-Gazen, Anne (2009) Use of functionals in linearization and composite estimation with application to two-sample survey data. Biometrika, 96 (3). pp. 691-709.

Ruiz-Gazen, Anne and Villa-Vialaneix, Nathalie (2007) Storms prediction : Logistic regression vs random forest for unbalanced data. Cases Studies in Business, Industry and Government Statistics, 1 (2). pp. 91-101.

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.

Bonnal, Liliane, Favard, Pascal, Laurent, Thibault and Ruiz-Gazen, Anne (2005) Pourquoi le coût de l’éducation est-il plus élevé en zone rurale ? Le cas de la région Midi-Pyrénées. Revue d'Économie Régionale et Urbaine (5). pp. 867-910.

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

Casanova, Sandrine and Leconte, Eve (2021) Nonparametric Model-Based Estimators for the Cumulative Distribution Function of a Right Censored Variable in a Small Area. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. ISBN 978-3-030-73248-6

Thomas, Alban (2021) Of Particles Molecules: Application of Particle Filtering to Irrigated Agriculture in Punjab, India. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. ISBN 978-3-030-73248-6

Mouzon, Olivier de, Laurent, Thibault and Le Breton, Michel (2021) One Man, One Vote. Part 2: Measurement of malapportionment and disproportionality and the Lorenz curve A: Introduction and measurement tools. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. Chapter 31. 615–631-615–631. ISBN 978-3-030-73248-6

Mouzon, Olivier de, Laurent, Thibault and Le Breton, Michel (2021) One Man, One Vote. Part 2: measurement of malapportionment and disproportionality and the Lorenz curve B: Applications. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. Chapter 32. 633–652-633–652. ISBN 978-3-030-73248-6

Laurent, Thibault and Margaretic, Paula (2021) Predictions in Spatial Econometric Models: Application to Unemployment Data. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Advances in Contemporary Statistics and Econometrics. Chapter 21. 409–426-409–426. ISBN 978-3-030-73248-6

Gautier, Éric (2021) Relaxing monotonicity in endogenous selection models and application to surveys. In: Advances in contemporary statistics and econometrics. Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. Chapter 4. Cham, Suisse pp. 59-78. ISBN 978-3-030-73248-6

Bontemps, Christophe and Orozco, Valérie (2021) Toward a FAIR reproducible research. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. ISBN 978-3-030-73248-6

Vanhems, Anne, Do, Van Huyen and Laurent, Thibault (2021) Guidelines on Areal Interpolation Methods. In: Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan Daouia, Abdelaati and Ruiz-Gazen, Anne (eds.) Springer International Publishing. Chapter 20. Cham, Suisse pp. 385-407. ISBN 978-3-030-73248-6

Thomas-Agnan, Christine, Laurent, Thibault, Ruiz-Gazen, Anne, Nguyen, Thi Huong An, Chakir, Raja and Lungarska, Anna (2021) Spatial simultaneous autoregressive models for compositional data: application to land use. In: Advances in compositional data analysis: festschrift in honour of Vera Pawlowsky-Glahn. Filzmoser, Peter, Hron, Karel, Martín-Fernández, Josep Antoni and Palarea-Albaladejo, Javier (eds.) Springer. Cham. pp. 225-249. ISBN 978-3-030-71174-0

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

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

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

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

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

Chakir, Raja, Laurent, Thibault, Ruiz-Gazen, Anne, Thomas-Agnan, Christine and Vignes, Céline (2016) Land use predictions on a regular grid at different scales and with easily accessible covariates. TSE Working Paper, n. 16-666

Vignes, Céline, Rimbourg, Sarah, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2013) Fiches méthodologiques, méthodes statistiques d’allocation spatiale : interpolation de données surfaciques. TSE Working Paper, n. 13-446

Laurent, Thibault, Ruiz-Gazen, Anne and Thomas-Agnan, Christine (2009) GeoXp: An R Package for Exploratory Spatial Data Analysis. TSE Working Paper, n. 09-099

Genton, Mark G. and Ruiz-Gazen, Anne (2009) Visualizing Influential Observations in Dependent Data. TSE Working Paper, n. 09-051

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