Irène Gijbels

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 14

Top Topics

Variable Selection

Robust Estimation

Top Venues

J. Multivar. Anal.

Comput. Stat. Data Anal.

Publications

Steven De Keyser, Irène Gijbels
Hierarchical variable clustering via copula-based divergence measures between random vectors. Int. J. Approx. Reason. 165 (2024)
Steven De Keyser, Irène Gijbels
Parametric dependence between random vectors via copula-based divergence measures. J. Multivar. Anal. 203 (2024)
Jonas Baillien, Irène Gijbels, Anneleen Verhasselt
A new distance based measure of asymmetry. J. Multivar. Anal. 193 (2023)
Umberto Amato, Anestis Antoniadis, Italia De Feis, Domenico Fazio, Caterina Genua, Irène Gijbels, Donatella Granata, Antonino La Magna, Daniele Pagano, Gabriele Tochino, Patrizia Vasquez
Predictive Maintenance of Pins in the ECD Equipment for Cu Deposition in the Semiconductor Industry. Sensors 23 (14) (2023)
Jose Ameijeiras-Alonso, Irène Gijbels, Anneleen Verhasselt
On a family of two-piece circular distributions. Comput. Stat. Data Anal. 168 (2022)
Umberto Amato, Anestis Antoniadis, Italia De Feis, Irène Gijbels
Penalized wavelet estimation and robust denoising for irregular spaced data. Comput. Stat. 37 (4) (2022)
Umberto Amato, Anestis Antoniadis, Italia De Feis, Irène Gijbels
Wavelet-based robust estimation and variable selection in nonparametric additive models. Stat. Comput. 32 (1) (2022)
Irène Gijbels, Marek Omelka, Noël Veraverbeke
Omnibus test for covariate effects in conditional copula models. J. Multivar. Anal. 186 (2021)
Irène Gijbels, Vojtech Kika, Marek Omelka
On the specification of multivariate association measures and their behaviour with increasing dimension. J. Multivar. Anal. 182 (2021)
Irène Gijbels, Rezaul Karim, Anneleen Verhasselt
Semiparametric quantile regression using family of quantile-based asymmetric densities. Comput. Stat. Data Anal. 157 (2021)
Irène Gijbels, Vojtech Kika, Marek Omelka
Multivariate Tail Coefficients: Properties and Estimation. Entropy 22 (7) (2020)
Irène Gijbels, Marek Omelka, Michal Pesta, Noël Veraverbeke
Score tests for covariate effects in conditional copulas. J. Multivar. Anal. 159 (2017)
Eugen Pircalabelu, Gerda Claeskens, Irène Gijbels
Copula directed acyclic graphs. Stat. Comput. 27 (1) (2017)
Stanislav Nagy, Irène Gijbels, Daniel Hlubinka
Weak convergence of discretely observed functional data with applications. J. Multivar. Anal. 146 (2016)
Daniel Hlubinka, Irène Gijbels, Marek Omelka, Stanislav Nagy
Integrated data depth for smooth functions and its application in supervised classification. Comput. Stat. 30 (4) (2015)
Irène Gijbels, Inge Vrinssen
Robust nonnegative garrote variable selection in linear regression. Comput. Stat. Data Anal. 85 (2015)
Irène Gijbels, Stanislav Nagy
Consistency of non-integrated depths for functional data. J. Multivar. Anal. 140 (2015)
Kris De Brabanter, Jos De Brabanter, Bart De Moor, Irène Gijbels
Derivative estimation with local polynomial fitting. J. Mach. Learn. Res. 14 (1) (2013)
Anestis Antoniadis, Irène Gijbels, Anneleen Verhasselt
Variable Selection in Additive Models Using P-Splines. Technometrics 54 (4) (2012)
Fentaw Abegaz, Irène Gijbels, Noël Veraverbeke
Semiparametric estimation of conditional copulas. J. Multivar. Anal. 110 (2012)
Irène Gijbels, Noël Veraverbeke, Marek Omelka
Conditional copulas, association measures and their applications. Comput. Stat. Data Anal. 55 (5) (2011)
Irène Gijbels, Anneleen Verhasselt
P-splines regression smoothing and difference type of penalty. Stat. Comput. 20 (4) (2010)
M. Amalia Jácome, Irène Gijbels, Ricardo Cao
Comparison of presmoothing methods in kernel density estimation under censoring. Comput. Stat. 23 (3) (2008)
Aurore Delaigle, Irène Gijbels
Frequent problems in calculating integrals and optimizing objective functions: a case study in density deconvolution. Stat. Comput. 17 (4) (2007)
Irène Gijbels, Alexandre Lambert, Peihua Qiu
Edge-Preserving Image Denoising and Estimation of Discontinuous Surfaces. IEEE Trans. Pattern Anal. Mach. Intell. 28 (7) (2006)
Aurore Delaigle, Irène Gijbels
Data-driven boundary estimation in deconvolution problems. Comput. Stat. Data Anal. 50 (8) (2006)
Irène Gijbels, Anne-Cécile Goderniaux
Bandwidth Selection for Changepoint Estimation in Nonparametric Regression. Technometrics 46 (1) (2004)
Aurore Delaigle, Irène Gijbels
Practical bandwidth selection in deconvolution kernel density estimation. Comput. Stat. Data Anal. 45 (2) (2004)