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Robust estimation
59
"Robust sieve estimators for functional canonical correlation analysis" (2019) Alvarez, A.; Boente, G.; Kudraszow, N. Journal of Multivariate Analysis. 170:46-62
"Minimum distance method for directional data and outlier detection" (2018) Sau, M.F.; Rodriguez, D. Advances in Data Analysis and Classification. 12(3):587-603
"Minimum distance method for directional data and outlier detection" (2018) Sau, M.F.; Rodriguez, D. Advances in Data Analysis and Classification. 12(3):587-603
"Conditional tests for elliptical symmetry using robust estimators" (2017) Bianco, A.M.; Boente, G.; Rodrigues, I.M. Communications in Statistics - Theory and Methods. 46(4):1744-1765
"Conditional tests for elliptical symmetry using robust estimators" (2017) Bianco, A.M.; Boente, G.; Rodrigues, I.M. Communications in Statistics - Theory and Methods. 46(4):1744-1765
"Robust estimation in partially linear errors-in-variables models" (2017) Bianco, A.M.; Spano, P.M. Computational Statistics and Data Analysis. 106:46-64
"Robust estimation in partially linear errors-in-variables models" (2017) Bianco, A.M.; Spano, P.M. Computational Statistics and Data Analysis. 106:46-64
"Robust inference for nonlinear regression models" (2017) Bianco, A.M.; Spano, P.M. Test:1-30
"Robust estimators for additive models using backfitting" (2017) Boente, G.; Martínez, A.; Salibián-Barrera, M. Journal of Nonparametric Statistics. 29(4):744-767
"Robust estimators in semi-functional partial linear regression models" (2017) Boente, G.; Vahnovan, A. Journal of Multivariate Analysis. 154:59-84
"Multivariate location and scatter matrix estimation under cellwise and casewise contamination" (2017) Leung, A.; Yohai, V.; Zamar, R. Computational Statistics and Data Analysis. 111:59-76
"Multivariate location and scatter matrix estimation under cellwise and casewise contamination" (2017) Leung, A.; Yohai, V.; Zamar, R. Computational Statistics and Data Analysis. 111:59-76
"Composite Robust Estimators for Linear Mixed Models" (2016) Agostinelli, C.; Yohai, V.J. Journal of the American Statistical Association. 111(516):1764-1774
"Influence function of projection-pursuit principal components for functional data" (2015) Bali, J.L.; Boente, G. Journal of Multivariate Analysis. 133:173-199
"S-Estimators for Functional Principal Component Analysis" (2015) Boente, G.; Salibian-Barrera, M. Journal of the American Statistical Association. 110(511):1100-1111
"Robust inference in partially linear models with missing responses" (2015) Bianco, A.M.; Boente, G.; González-Manteiga, W.; Pérez-González, A. Statistics and Probability Letters. 97:88-98
"Strong convergence of robust equivariant nonparametric functional regression estimators" (2015) Boente, G.; Vahnovan, A. Statistics and Probability Letters. 100:1-11
"Robust estimation of multivariate location and scatter in the presence of cellwise and casewise contamination" (2015) Agostinelli, C.; Leung, A.; Yohai, V.J.; Zamar, R.H. Test. 24(3):441-461
"Consistency of a numerical approximation to the first principal component projection pursuit estimator" (2014) Bali, J.L.; Boente, G. Statistics and Probability Letters. 94:181-191
"Resistant estimators in poisson and gamma models with missing responses and an application to outlier detection" (2013) Bianco, A.M.; Boente, G.; Rodrigues, I.M. Journal of Multivariate Analysis. 114(1):209-226
"Robust tests in generalized linear models with missing responses" (2013) Bianco, A.M.; Boente, G.; Rodrigues, I.M. Computational Statistics and Data Analysis. 65:80-97
"Robust tests in generalized linear models with missing responses" (2013) Bianco, A.M.; Boente, G.; Rodrigues, I.M. Computational Statistics and Data Analysis. 65:80-97
"Bayesian estimation of turbulent motion" (2013) Heás, P.;Herzet, C.;Meḿin, E. (...)Mininni, P.D. IEEE Transactions on Pattern Analysis and Machine Intelligence. 35(6):1343-1356
"Bayesian estimation of turbulent motion" (2013) Heás, P.;Herzet, C.;Meḿin, E. (...)Mininni, P.D. IEEE Transactions on Pattern Analysis and Machine Intelligence. 35(6):1343-1356
"Robust estimates in generalized partially linear single-index models" (2012) Boente, G.; Rodriguez, D. Test. 21(2):386-411
"Bandwidth choice for robust nonparametric scale function estimation" (2012) Boente, G.; Ruiz, M.; Zamar, R.H. Computational Statistics and Data Analysis. 56(6):1594-1608
"Bandwidth choice for robust nonparametric scale function estimation" (2012) Boente, G.; Ruiz, M.; Zamar, R.H. Computational Statistics and Data Analysis. 56(6):1594-1608
"Robust estimation for nonparametric generalized regression" (2011) Bianco, A.M.; Boente, G.; Sombielle, S. Statistics and Probability Letters. 81(12):1986-1994
"Robust functional principal components: A projection-pursuit approach" (2011) Bali, J.L.; Boente, G.; Tyler, D.E.; Wang, J.-L. Annals of Statistics. 39(6):2852-2882
"Detecting influential observations in principal components and common principal components" (2010) Boente, G.; Pires, A.M.; Rodrigues, I.M. Computational Statistics and Data Analysis. 54(12):2967-2975
"Detecting influential observations in principal components and common principal components" (2010) Boente, G.; Pires, A.M.; Rodrigues, I.M. Computational Statistics and Data Analysis. 54(12):2967-2975
"Robust inference in generalized partially linear models" (2010) Boente, G.; Rodriguez, D. Computational Statistics and Data Analysis. 54(12):2942-2966
"Robust inference in generalized partially linear models" (2010) Boente, G.; Rodriguez, D. Computational Statistics and Data Analysis. 54(12):2942-2966
"On a robust local estimator for the scale function in heteroscedastic nonparametric regression" (2010) Boente, G.; Ruiz, M.; Zamar, R.H. Statistics and Probability Letters. 80(15-16):1185-1195
"Robust response transformations based on optimal prediction" (2009) Marazzi, A.; Villar, A.J.; Yohai, V.J. Journal of the American Statistical Association. 104(485):360-370
"Robust tests for the common principal components model" (2009) Boente, G.; Pires, A.M.; Rodrigues, I.M. Journal of Statistical Planning and Inference. 139(4):1332-1347
"Robust nonparametric estimation with missing data" (2009) Boente, G.; González-Manteiga, W.; Pérez-González, A. Journal of Statistical Planning and Inference. 139(2):571-592
"Robust nonparametric regression on Riemannian manifolds" (2009) Henry, G.; Rodriguez, D. Journal of Nonparametric Statistics. 21(5):611-628
"Robust testing in the logistic regression model" (2009) Bianco, A.M.; Martínez, E. Computational Statistics and Data Analysis. 53(12):4095-4105
"Robust estimates for GARCH models" (2008) Muler, N.; Yohai, V.J. Journal of Statistical Planning and Inference. 138(10):2918-2940
"Robust bandwidth selection in semiparametric partly linear regression models: Monte Carlo study and influential analysis" (2008) Boente, G.; Rodriguez, D. Computational Statistics and Data Analysis. 52(5):2808-2828
"Robust discrimination under a hierarchy on the scatter matrices" (2008) Bianco, A.; Boente, G.; Pires, A.M.; Rodrigues, I.M. Journal of Multivariate Analysis. 99(6):1332-1357
"Robust estimators under semi-parametric partly linear autoregression: Asymptotic behaviour and bandwidth selection" (2007) Bianco, A.; Boente, G. Journal of Time Series Analysis. 28(2):274-306
"Influence functions of two families of robust estimators under proportional scatter matrices" (2007) Boente, G.; Critchley, F.; Orellana, L. Statistical Methods and Applications. 15(3):295-327
"Robust estimates in generalized partially linear models" (2006) Boente, G.; He, X.; Zhou, J. Annals of Statistics. 34(6):2856-2878
"Robust Box-Cox transformations based on minimum residual autocorrelation" (2006) Marazzi, A.; Yohai, V.J. Computational Statistics and Data Analysis. 50(10):2752-2768
"Robust Box-Cox transformations based on minimum residual autocorrelation" (2006) Marazzi, A.; Yohai, V.J. Computational Statistics and Data Analysis. 50(10):2752-2768
"General projection-pursuit estimators for the common principal components model: Influence functions and Monte Carlo study" (2006) Boente, G.; Pires, A.M.; Rodrigues, I.M. Journal of Multivariate Analysis. 97(1):124-147
"On the asymptotic behavior of one-step estimates in heteroscedastic regression models" (2002) Bianco, A.; Boente, G. Statistics and Probability Letters. 60(1):33-47
"Influence functions and outlier detection under the common principal components model: A robust approach" (2002) Boente, G.; Pires, A.M.; Rodrigues, I.M. Biometrika. 89(4):861-875
"Some results for robust GM-based estimators in heteroscedastic regression models" (2000) Bianco, A.; Boente, G.; Di Rienzo, J. Journal of Statistical Planning and Inference. 89(1-2):215-242
"Robust kernel estimators for additive models with dependent observations" (1998) Bianco, A.; Boente, G. Canadian Journal of Statistics. 26(2):239-255
"Robust analysis of variance for a randomized block design" (1992) García Ben, M.; Yohai, V. Communications in Statistics - Theory and Methods. 21(6):1779-1798
"Asymptotic theory for robust principal components" (1987) Boente, G. Journal of Multivariate Analysis. 21(1):67-78
"Robust estimates for ARMA models" (1986) Bustos, O.H.; Yohai, V.J. Journal of the American Statistical Association. 81(393):155-168