I. Gijbels

发表

Variable Bandwidth and Local Linear Regression Smoothers

Jianqing Fan, I. Gijbels, 1992 .

Data‐Driven Bandwidth Selection in Local Polynomial Fitting: Variable Bandwidth and Spatial Adaptation

Jianqing Fan, I. Gijbels, 1995 .

Local Polynomial Modeling and Its Applications

H. Müller, Jianqing Fan, I. Gijbels, 1998 .

Adaptive Order Polynomial Fitting: Bandwidth Robustification and Bias Reduction

Jianqing Fan, I. Gijbels, 1995 .

Censored Regression - Local Linear-approximations and Their Applications

Jianqing Fan, I. Gijbels, 1994 .

Asymptotic Properties of Kernel Estimators of the Radon-nikodym Derivative With Applications To Discriminant-analysis

I. Gijbels, J. Mielniczuk, 1995 .

Variable Bandwidth and Local Linear Regression

Jianqing Fan, I. Gijbels, 1991 .

Penalized likelihood regression for generalized linear models with non-quadratic penalties

I. Gijbels, A. Antoniadis, M. Nikolova, 2011 .

Local polynomial modelling and its applications

Jianqing Fan, I. Gijbels, 1994 .

On a General Definition of Depth for Functional Data

I. Gijbels, S. Nagy, 2017 .

Generalized Partially Linear Single-Index Models

Jianqing Fan, I. Gijbels, M. Wand, 1997 .

Improved kernel estimation of copulas: Weak convergence and goodness-of-fit testing

I. Gijbels, N. Veraverbeke, M. Omelka, 2009, 0908.4530.

Testing Monotonicity of Regression

M. C. Jones, I. Gijbels, A. Bowman, 1998 .

Robust Estimation of Mean and Dispersion Functions in Extended Generalized Additive Models

Christophe Croux, Irène Gijbels, Ilaria Prosdocimi, 2010, Biometrics.

Estimation of a Support Curve via Order Statistics

I. Gijbels, L. Peng, 2000 .

Penalized estimation in additive varying coefficient models using grouped regularization

I. Gijbels, A. Antoniadis, S. Lambert-Lacroix, 2014 .

Robustness and inference in nonparametric partial frontier modeling

I. Gijbels, Abdelaati Daouia, A. Daouia, 2011 .

A three-stage procedure based on bootstrap critical points

I. Gijbels, M. Aerts, 1993 .

Consistency and robustness properties of the S-nonnegative garrote estimator

I. Gijbels, A. Verhasselt, I. Vrinssen, 2017 .

Estimation of a Change Point in a Hazard Function Based on Censored Data

I. Gijbels, Ü. Gürler, 2003, Lifetime data analysis.

Variable Selection in Varying-Coefficient Models Using P-Splines

Anestis Antoniadis, Irène Gijbels, Anneleen Verhasselt, 2012 .

Multivariate and functional covariates and conditional copulas

I. Gijbels, N. Veraverbeke, M. Omelka, 2012 .

Partial and average copulas and association measures

Irène Gijbels, Marek Omelka, Noël Veraverbeke, 2015 .

Estimation of a Copula when a Covariate Affects only Marginal Distributions

Irène Gijbels, Marek Omelka, Noël Veraverbeke, 2015 .

Nonparametric testing for no covariate effects in conditional copulas

I. Gijbels, N. Veraverbeke, M. Omelka, 2017 .

Model selection using wavelet decomposition and applications

Anestis Antoniadis, Irène Gijbels, I. Gijbels, 1997 .

On the Estimation of Jump Points in Smooth Curves

Irène Gijbels, Alois Kneip, Peter Hall, 1999 .

Data-Driven Discontinuity Detection in Derivatives of a Regression Function

Irène Gijbels, I. Gijbels, I. Gijbels, 2005 .

Jump-Preserving Regression and Smoothing using Local Linear Fitting: A Compromise

Peihua Qiu, Irène Gijbels, I. Gijbels, 2007 .

Curve Fitting Under Jump and Peak Irregularities Using Local Linear Regression

I. Gijbels, Lieven Desmet, L. Desmet, 2011 .

Copula Directed Acyclic Graphs

I. Gijbels, G. Claeskens, Eugen Pircalabelu, 2015 .

ESTIMATION OF BOUNDARY AND DISCONTINUITY POINTS IN DECONVOLUTION PROBLEMS

Irène Gijbels, Aurore Delaigle, I. Gijbels, 2006 .

Bootstrap bandwidth selection in kernel density estimation from a contaminated sample

Irène Gijbels, Aurore Delaigle, I. Gijbels, 2004 .

Applications in nonlinear time series

I. Gijbels, J. Fan, 2018 .

Extremiles: A New Perspective on Asymmetric Least Squares

I. Gijbels, Abdelaati Daouia, G. Stupfler, 2018, Journal of the American Statistical Association.

Law of large numbers for discretely observed random functions

I. Gijbels, S. Nagy, Stanislav Nagy, 2017 .

Sieve Empirical Likelihood and Extensions of the Generalized Least Squares

Irène Gijbels, Jian Zhang, I. Gijbels, 2003 .

Penalized wavelet monotone regression

I. Gijbels, A. Antoniadis, Jérémie Bigot, 2007 .

New developments in Kernel regression with correlated errors

I. Gijbels, J. Suykens, B. Moor, 2011 .

Local likelihood and local partial likelihood in hazard regression

Irène Gijbels, Jianqing Fan, Jianqing Fan, 1997 .

Flexible Mean and Dispersion Function Estimation in Extended Generalized Additive Models

I. Gijbels, I. Prosdocimi, Ilaria Prosdocimi, 2012 .

Framework for local polynomial regression

I. Gijbels, J. Fan, 2018 .

Smoothing and preservation of irregularities using local linear fitting

I. Gijbels, 2008 .

Estimation of irregular probability densities

I. Gijbels, Lieven Desmet, Alexandre Lambert, 2010 .

Quantile regression in varying-coefficient models: non-crossing quantile curves and heteroscedasticity

I. Gijbels, A. Verhasselt, Y. Andriyana, 2018 .

Quantile Estimation in a Generalized Asymmetric Distributional Setting

I. Gijbels, A. Verhasselt, Rezaul Karim, 2019, Springer Proceedings in Mathematics & Statistics.

Testing the heteroscedastic error structure in quantile varying coefficient models

I. Gijbels, A. Verhasselt, Mohammed A. Ibrahim, 2018 .

Smooth estimation of mean and dispersion function in extended generalized additive models with application to Italian induced abortion data

I. Gijbels, I. Prosdocimi, Ilaria Prosdocimi, 2011 .

Optimal Expected-Shortfall Portfolio Selection with Copula-Induced Dependence

I. Gijbels, K. Herrmann, 2018 .

Depth-Based Recognition of Shape Outlying Functions

I. Gijbels, S. Nagy, D. Hlubinka, 2017 .

Inference for nonsmooth regression curves and surfaces using kernel-based methods

I. Gijbels, 2003 .

Choice of smoothing parameter in multivariate copula-based tail coefficients

I. Gijbels, M. Omelka, Vojtech Kika, 2022, Journal of Statistical Planning and Inference.

Managing Uncertainty: Financial, Actuarial and Statistical Modeling

I. Gijbels, M. Hubert, J. Beirlant, 2005 .

A wavelet method for unfolding sphere size distributions

Jianqing Fan, I. Gijbels, A. Antoniadis, 2001 .

Estimation in copula models with two-piece skewed margins using the inference for margins method

I. Gijbels, A. Verhasselt, Jonas Baillien, 2022, Econometrics and Statistics.

Reducing the mean squared error of quantile-based estimators by smoothing

I. Gijbels, M. Hubert, Dina Vanpaemel, 2013 .

Nonlinear mixed effects modeling and warping for functional data using B-splines

I. Gijbels, G. Claeskens, Emilie Devijver, 2021, Electronic Journal of Statistics.

Flexible asymmetric multivariate distributions based on two-piece univariate distributions

I. Gijbels, A. Verhasselt, Jonas Baillien, 2022, Annals of the Institute of Statistical Mathematics.

Minimax estimation of a bounded squared mean

Jianqing Fan, I. Gijbels, 1992 .

Flexible two-piece distributions for right censored survival data.

I. Gijbels, A. Verhasselt, Worku B Ewnetu, 2022, Lifetime data analysis.

A new distance based measure of asymmetry

I. Gijbels, A. Verhasselt, Jonas Baillien, 2022, J. Multivar. Anal..

A general framework for circular local likelihood regression

I. Gijbels, R. Crujeiras, M. Alonso-Pena, 2022, 2211.10121.

Adaptive order local polynomial fitting

Jianqing Fan, I. Gijbels, 1996 .

Penalised robust estimators for sparse and high-dimensional linear models

I. Gijbels, A. Antoniadis, U. Amato, 2020, Statistical Methods & Applications.

Extremile Regression

I. Gijbels, Abdelaati Daouia, G. Stupfler, 2022, Journal of the American Statistical Association.

Copula directed acyclic graphs

I. Gijbels, G. Claeskens, Eugen Pircalabelu, 2015, Statistics and Computing.

Integrated data depth for smooth functions and its application in supervised classification

I. Gijbels, S. Nagy, D. Hlubinka, 2015, Computational Statistics.

Bandwidth Selection in Nonparametric Kernel Testing

I. Gijbels, Jiti Gao, 2008 .

of the Bernoulli Society for Mathematical Statistics and Probability Volume Twenty Six Number Four November 2020

I. Gijbels, I. Keilegom, Yue Zhao, 2020 .

P-splines quantile regression estimation in varying coefficient models

Irène Gijbels, Yudhie Andriyana, Anneleen Verhasselt, 2014 .

Local Polynomial Regression: Optimal Kernels and Asymptotic Minimax Efficiency

Jianqing Fan, Irène Gijbels, Joachim Engel, 1997 .

Variable Selection in Additive Models Using P-Splines

Anestis Antoniadis, Irène Gijbels, Anneleen Verhasselt, 2012, Technometrics.

Shape testing in varying coefficient models

Irène Gijbels, Anneleen Verhasselt, I. Gijbels, 2017 .

A study of variable bandwidth selection for local polynomial regression

Irène Gijbels, Tien-Chung Hu, Jianqing Fan, 1996 .

Weak and strong representations for trimmed U-statistics

I. Gijbels, P. Janssen, N. Veraverbeke, 1988 .

Semiparametric estimation of conditional copulas

Irène Gijbels, Noël Veraverbeke, Fentaw Abegaz, 2012, J. Multivar. Anal..

Loess

I. Gijbels, I. Prosdocimi, 2011 .

Bootstrapping the conditional copula

I. Gijbels, N. Veraverbeke, M. Omelka, 2013 .

Local polynomial fitting

Jianqing Fan, Irène Gijbels, Jianqing Fan, 2012 .

Estimation of a Conditional Copula and Association Measures

I. Gijbels, N. Veraverbeke, M. Omelka, 2011 .

Conditional copulas, association measures and their applications

Irène Gijbels, Marek Omelka, Noël Veraverbeke, 2011, Comput. Stat. Data Anal..

Comparison of presmoothing methods in kernel density estimation under censoring

Ricardo Cao, M. A. Jácome, Irène Gijbels, 2008, Comput. Stat..

Applications of Mathematics

I. Gijbels, 2008 .

Bootstrap test for change-points in nonparametric regression

Irène Gijbels, Anne-Cécile Goderniaux, I. Gijbels, 2004 .

Bandwidth Selection for Changepoint Estimation in Nonparametric Regression

Irène Gijbels, Anne-Cécile Goderniaux, I. Gijbels, 2004, Technometrics.

Local polynomial fitting: A standard for nonparametric regression

Michael Brockman, Jianqing Fan, Irène Gijbels, 1993 .

Spatial and design adaptation: Adaptive order polynomial approximation in function estimation

Jianqing Fan, I. Gijbels, 1992 .

Local linear smoothers in regression function estimation

Jianqing Fan, Jianqing Fan, I. Gijbels, 1991 .

Local polynomial regression for multivariate data

I. Gijbels, J. Fan, 2018 .

Overview of existing methods

I. Gijbels, J. Fan, 2018 .

Asymptotics for partly linear regression with dependent samples and ARCH errors: consistency with rates

I. Gijbels, Z. Lu, Z. Lu, 2001 .

Wavelet-based robust estimation and variable selection in nonparametric additive models

I. Gijbels, A. Antoniadis, U. Amato, 2021, Statistics and Computing.

Derivative estimation with local polynomial fitting

Bart De Moor, Kris De Brabanter, Irène Gijbels, 2013, J. Mach. Learn. Res..

Applications of local polynomial modelling

I. Gijbels, J. Fan, 2018 .

Regularisation and P-splines in generalised linear models

Irène Gijbels, Anneleen Verhasselt, I. Gijbels, 2010 .

Testing for Homogeneity of Multivariate Dispersions Using Dissimilarity Measures

I. Gijbels, M. Omelka, 2013, Biometrics.

Estimating Frontier Cost Models Using Extremiles

Irène Gijbels, Abdelaati Daouia, I. Gijbels, 2011 .

Testing tail monotonicity by constrained copula estimation

Irène Gijbels, Dominik Sznajder, I. Gijbels, 2013 .

Penalised robust estimators for sparse and high-dimensional linear models

Umberto Amato, Anestis Antoniadis, Italia De Feis, 2020 .

On the distribution of sums of random variables with copula-induced dependence

Irène Gijbels, Klaus Herrmann, I. Gijbels, 2014 .

On the specification of multivariate association measures and their behaviour with increasing dimension

Irène Gijbels, Marek Omelka, Vojtech Kika, 2021, J. Multivar. Anal..

On a family of two-piece circular distributions

I. Gijbels, A. Verhasselt, J. Ameijeiras-Alonso, 2022, Comput. Stat. Data Anal..

Non‐parametric Estimation for the Location of a Change‐point in an Otherwise Smooth Hazard Function under Random Censoring

Anestis Antoniadis, Irène Gijbels, Brenda MacGibbon, 2000 .

Score tests for covariate effects in conditional copulas

Irène Gijbels, Marek Omelka, Michal Pesta, 2017, J. Multivar. Anal..

Flexible and Dynamic Modeling of Dependencies via Copulas

Klaus Herrmann, Irène Gijbels, Dominik Sznajder, 2015 .

Practical bandwidth selection in deconvolution kernel density estimation

Irène Gijbels, A. Delaigle, I. Gijbels, 2004, Comput. Stat. Data Anal..

On Quantile‐based Asymmetric Family of Distributions: Properties and Inference

I. Gijbels, A. Verhasselt, Rezaul Karim, 2019, International Statistical Review.

DENSITY-ESTIMATION UNDER THE KOZIOL-GREEN MODEL OF CENSORING BY PENALIZED LIKELIHOOD METHODS

I. Gijbels, V. Klonias, 1991 .

Local linear fitting and improved estimation near peaks

I. Gijbels, Lieven Desmet, 2009 .

Detecting Abrupt Changes by Wavelet Methods

Anestis Antoniadis, Irène Gijbels, I. Gijbels, 2002 .

Bias reduced tail estimation for censored Pareto type distributions.

I. Gijbels, J. Beirlant, Anastasios Bardoutsos, 2016 .

Penalized wavelet estimation and robust denoising for irregular spaced data

I. Gijbels, A. Antoniadis, U. Amato, 2021, Computational Statistics.

Nonparametric Estimation of Hazard Rate Under the Constraint of Monotonicity

Peter Hall, Li-Shan Huang, I. Gijbels, 2001 .

Monotone Regression: Theory and Overview

I. Gijbels, 2014 .

Partially Linear Expectile Regression Using Local Polynomial Fitting

Irène Gijbels, Cécile Adam, I. Gijbels, 2021, Advances in Contemporary Statistics and Econometrics.

Consistency of non-integrated depths for functional data

Irène Gijbels, Stanislav Nagy, I. Gijbels, 2015, J. Multivar. Anal..

Integrated depth for functional data: statistical properties and consistency

Irène Gijbels, Marek Omelka, Daniel Hlubinka, 2016 .

A wavelet method for unfolding sphere size distributions

Jianqing Fan, I. Gijbels, A. Antoniadis, 2001 .

Nonparametric simultaneous testing for structural breaks

Irène Gijbels, Jiti Gao, Sébastien Van Bellegem, 2008 .

Positive quadrant dependence testing and constrained copula estimation

I. Gijbels, D. Sznajder, 2013 .

Predictive Maintenance of Pins in the ECD Equipment for Cu Deposition in the Semiconductor Industry

Daniel M. Pagano, I. Gijbels, A. Antoniadis, 2023, Sensors.

Local maximum likelihood estimation and inference

Jianqing Fan, I. Gijbels, J. Fan, 1998 .

SMOOTHING NON-EQUISPACED HEAVY NOISY DATA WITH WAVELETS

Anestis Antoniadis, Jean-Michel Poggi, Irène Gijbels, 2009 .

Integrated data depth for smooth functions and its application in supervised classification

Marek Omelka, Stanislav Nagy, Daniel Hlubinka, 2015, Comput. Stat..

Weak asymptotic representations for quantiles of the product-limit estimator

I. Gijbels, N. Veraverbeke, 1988 .

Nonparametric estimation of mean and dispersion functions in extended generalized linear models

Irène Gijbels, Gerda Claeskens, Ilaria Prosdocimi, 2008 .

Tests for monotonicity of a regression mean with guaranteed level

Irène Gijbels, Inge Koch, M. C. Jones, 2000 .

Parametric dependence between random vectors via copula-based divergence measures

I. Gijbels, S. Keyser, 2023, 2302.13611.

Edge-preserving image denoising and estimation of discontinuous surfaces

Peihua Qiu, Irène Gijbels, Alexandre Lambert, 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Variable selection using P‐splines

Irène Gijbels, Anneleen Verhasselt, Inge Vrinssen, 2015 .

Strong Representations of the Survival Function Estimator for Truncated and Censored Data with Applications

Irène Gijbels, Jane-Ling Wang, I. Gijbels, 1993 .

SEQUENTIAL FIXED-WIDTH CONFIDENCE INTERVALS FOR QUANTILES IN THE PRESENCE OF CENSORING

I. Gijbels, N. Veraverbeke, 1989 .

ALMOST SURE ASYMPTOTIC REPRESENTATION FOR A CLASS OF FUNCTIONALS OF THE KAPLAN-MEIER ESTIMATOR

Irène Gijbels, Noël Veraverbeke, I. Gijbels, 1991 .

Quantile estimation in the proportional hazards model of random censorship

Irène Gijbels, Noël Veraverbeke, I. Gijbels, 1989 .

Covariance function of a bivariate distribution functions estimator for left truncated and right censored data

I. Gijbels, Ü. Gürler, 1998 .

Flexible joint modeling of mean and dispersion for the directional tuning of neuronal spike counts

I. Gijbels, R. Crujeiras, María Alonso-Pena, 2023, Biometrics.

Penalized wavelet nonparametric univariate logistic regression for irregular spaced data

I. Gijbels, A. Antoniadis, U. Amato, 2023, Statistics.

Robust Estimation of Mean and Dispersion Functions in Extended Generalized Additive Models

I. Gijbels, C. Croux, I. Prosdocimi, 2010, Biometrics.

Understanding exponential smoothing via kernel regression

Irène Gijbels, Matt P. Wand, Alun Pope, 1999 .

Positive quadrant dependence tests for copulas

I. Gijbels, M. Omelka, D. Sznajder, 2010 .

Automatic determination of model complexity

I. Gijbels, J. Fan, 2018 .

Quantile regression in heteroscedastic varying coefficient models

I. Gijbels, Y. Andriyana, 2017 .

Copula directed acyclic graphs

Irène Gijbels, Eugen Pircalabelu, Gerda Claeskens, 2015, Stat. Comput..

Shape testing in quantile varying coefficient models with heteroscedastic error

I. Gijbels, A. Verhasselt, Mohammed A. Ibrahim, 2017 .

Frequent problems in calculating integrals and optimizing objective functions: a case study in density deconvolution

Irène Gijbels, A. Delaigle, I. Gijbels, 2007, Stat. Comput..