High breakdown estimators for principal components: the projection-pursuit approach revisited C Croux, A Ruiz-Gazen Journal of multivariate analysis 95 (1), 206-226, 2005 | 388 | 2005 |
A fast algorithm for robust principal components based on projection pursuit C Croux, A Ruiz-Gazen COMPSTAT: Proceedings in Computational Statistics 12th Symposium held in …, 1996 | 174 | 1996 |
Identification of local multivariate outliers P Filzmoser, A Ruiz-Gazen, C Thomas-Agnan Statistical Papers 55, 29-47, 2014 | 105 | 2014 |
Explaining the pattern of regional unemployment: The case of the Midi-Pyrénées region Y Aragon, D Haughton, J Haughton, E Leconte, E Malin, A Ruiz-Gazen, ... Papers in Regional Science 82, 155-174, 2003 | 79 | 2003 |
Interesting projections of multidimensional data by means of generalized principal component analyses H Caussinus, A Ruiz Compstat: Proceedings in Computational Statistics, 9th Symposium held at …, 1990 | 65 | 1990 |
A unified approach to robust estimation in finite population sampling JF Beaumont, D Haziza, A Ruiz-Gazen Biometrika 100 (3), 555-569, 2013 | 62 | 2013 |
Storms prediction: Logistic regression vs random forest for unbalanced data A Ruiz, N Villa arXiv preprint arXiv:0804.0650, 2008 | 61 | 2008 |
Genetic algorithms and particle swarm optimization for exploratory projection pursuit A Berro, S Larabi Marie-Sainte, A Ruiz-Gazen Annals of Mathematics and Artificial Intelligence 60, 153-178, 2010 | 54 | 2010 |
Robust weighted orthogonal regression in the errors-in-variables model M Fekri, A Ruiz-Gazen Journal of Multivariate Analysis 88 (1), 89-108, 2004 | 46 | 2004 |
GeoXp: an R package for exploratory spatial data analysis T Laurent, A Ruiz-Gazen, C Thomas-Agnan Journal of Statistical Software 47, 1-23, 2012 | 43 | 2012 |
Functional central limit theorems for single-stage sampling designs H Boistard, HP Lopuhaä, A Ruiz-Gazen | 40* | 2017 |
Robust nonparametric frontier estimators: qualitative robustness and influence function A Daouia, A Ruiz-Gazen Statistica Sinica, 1233-1253, 2006 | 40 | 2006 |
Projection pursuit and generalized principal component analysis H Caussinus, A Ruiz-Gazen New directions in statistical data analysis and robustness, 35-46, 1994 | 40 | 1994 |
Use of functionals in linearization and composite estimation with application to two-sample survey data C Goga, JC Deville, A Ruiz-Gazen Biometrika 96 (3), 691-709, 2009 | 36 | 2009 |
A monitoring display of multivariate outliers H Caussinus, M Fekri, S Hakam, A Ruiz-Gazen Computational Statistics & Data Analysis 44 (1-2), 237-252, 2003 | 36 | 2003 |
Approximation of rejective sampling inclusion probabilities and application to high order correlations H Boistard, HP Lopuhaä, A Ruiz-Gazen | 35 | 2012 |
ICS for multivariate outlier detection with application to quality control A Archimbaud, K Nordhausen, A Ruiz-Gazen Computational Statistics & Data Analysis 128, 184-199, 2018 | 33 | 2018 |
Metrics for finding typical structures by means of principal component analysis H Caussinus, A Ruiz-Gazen Data science and its Applications, 177-192, 1995 | 30 | 1995 |
Spatial blind source separation F Bachoc, MG Genton, K Nordhausen, A Ruiz-Gazen, J Virta Biometrika 107 (3), 627-646, 2020 | 29 | 2020 |
Efficient estimation of non-linear finite population parameters by using non-parametrics C Goga, A Ruiz-Gazen Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2014 | 27 | 2014 |