Irène Gijbels

VIB-KU Leuven Center for Microbiology — Belgium

Mathematics · Physical Sciences

40h-index8.1kcitations237works0.52yr avg
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Research Topics

Statistical Methods and Inference(144), Advanced Statistical Methods and Models(84), Financial Risk and Volatility Modeling(46), Statistical Methods and Bayesian Inference(41), Statistical Distribution Estimation and Applications(38)

Publications236 total

Semiparametric regression for circular response with application in ecology
Scandinavian Journal of Statistics·2025Open Access
Nonparametric estimation of conditional expectile-based risk measures
Statistical Methods & Applications·2025
Detecting Important Features and Predicting Yield from Defects Detected by SEM in Semiconductor Production
Sensors·2025· 3 citedOpen Access
On dimension reduction in conditional dependence models
arXiv (Cornell University)·2025Open Access
A hybrid hazard-based model using two-piece distributions
The International Journal of Biostatistics·2025Open Access
On a general class of functionals: Statistical inference and application to risk measures
Electronic Journal of Statistics·2025Open Access
Quantiles, Expectiles, and Regression
International Encyclopedia of Statistical Science·2025
Kaplan-Meier Estimator, The
International Encyclopedia of Statistical Science·2025
Functional time series forecasting: a systematic review
Statistical Papers·2024Open Access
Unsupervised curve clustering using wavelets
Advances in Data Analysis and Classification·2024Open Access
High-dimensional copula-based Wasserstein dependence
Computational Statistics & Data Analysis·2024· 2 citedOpen Access
Smoothed circulas: Nonparametric estimation of circular cumulative distribution functions and circulas
Bernoulli·2024· 1 citedOpen Access
Nonparametric estimation of densities on the hypersphere using a parametric guide
Scandinavian Journal of Statistics·2024Open Access
Extremile Regression
Wiley StatsRef: Statistics Reference Online·2024Open Access
Parametric dependence between random vectors via copula-based divergence measures
Journal of Multivariate Analysis·2024· 4 citedOpen Access
Generalized extremiles and risk measures of distorted random variables
arXiv (Cornell University)·2024Open Access
High-dimensional copula-based Wasserstein dependence
arXiv (Cornell University)·2024Open Access
Estimating Rock Composition from Replicate Geochemical Analyses: Theory and Application to Magmatic Rocks of the GeoPT Database
Mathematical Geosciences·2024Open Access
pgKDEsphere: Parametrically Guided Kernel Density Estimator for Spherical Data
2024· 1 citedOpen Access
A General Framework for Circular Local Likelihood Regression
Figshare·2024Open Access
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Frequent Co-authors

Jianqing Fan(11), Marek Omelka(5), Noël Veraverbeke(5), Aurore Delaigle(4), Stanislav Nagy(3), Raymond J. Carroll(2), M. P. Wand(2), Enno Mammen(2), Byeong U. Park(2), Léopold Simar(2), A. W. Bowman(2), M. C. Jones(2), Théo Gasser(2), Joachim Engel(2), Li‐Shan Huang(2), Alexandre Lambert(2), Peihua Qiu(2), Anestis Antoniadis(2), Abdelaati Daouia(2), Daniel Hlubinka(2)