Irène Gijbels

Statistics and Probability · 1991–2018

A researcher in the Science corpus: 16 papers; trusts 49 researchers and is trusted by 36 researchers here, as inferred from the citation graph.

Subfields

• Statistics and Probability — 52 citations into it; #1,459 of 12,932 by trust here, #2,069 by citations
• Finance — 31 citations into it; #3,484 of 10,518 by trust here, #5,728 by citations
• Management Science and Operations Research — 26 citations into it
• Economics and Econometrics — 23 citations into it
• Statistical Learning Theory — 13 citations into it
• Artificial Intelligence — 8 citations into it; #6,554 of 35,345 by trust here, #15,866 by citations
• Demography — 6 citations into it
• Applied Mathematics — 5 citations into it

Whom Irène Gijbels trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Jianqing Fan
2. Robert Serfling
3. Léopold Simar
4. Bernard Walter Silverman
5. C. Stone
6. Hideatsu Tsukahara
7. Abdelaati Daouia
8. Lars Peter Hansen
9. Joel L. Horowitz
10. Brian Aldershof

Who trusts Irène Gijbels overall

1. Jianqing Fan
2. M. D. Cattaneo
3. Sebastian Calonico
4. Holger Dette
5. Peter Hall
6. S. Lee
7. H. Muller
8. Aurore Delaigle
9. Liangjun Su
10. Yingcun Xia

Papers from Irène Gijbels's perspective

Ordered by how strongly the researchers Irène Gijbels trusts endorse each paper. Same corpus, a different order for every researcher.

1. Projection Pursuit Regression
2. Density Estimation for Statistics and Data Analysis
3. Consistent Nonparametric Regression
4. Regression Shrinkage and Selection via the Lasso
5. Mathematics and the Picturing of Data
6. Optimal Global Rates of Convergence for Nonparametric Regression
7. Approximation Theorems of Mathematical Statistics
8. Theory of point estimation
9. Smooth regression analysis
10. LARGE SAMPLE PROPERTIES OF GENERALIZED METHOD OF

Their papers

• Estimation of integrated squared density derivatives from a contaminated sample (2002) — 86 citations
• Improved kernel estimation of copulas: Weak convergence and goodness-of-fit testing (2009) — 163 citations
• Tests for monotonicity of a regression mean with guaranteed level (2000) — 56 citations
• Bandwidth Selection in Nonparametric Kernel Testing (2008) — 154 citations
• Bootstrap bandwidth selection in kernel density estimation from a contaminated sample (2004) — 126 citations
• Nonparametric Estimation of Hazard Rate Under the Constraint of Monotonicity (2001) — 49 citations
• Estimation of a Conditional Copula and Association Measures (2011) — 112 citations
• Sieve Empirical Likelihood and Extensions of the Generalized Least Squares (2003) — 49 citations
• Extremiles: A New Perspective on Asymmetric Least Squares (2018) — 56 citations
• Integrated depth for functional data: statistical properties and consistency (2016) — 48 citations
• Estimation of a Copula when a Covariate Affects only Marginal Distributions (2015) — 49 citations
• Robustness and inference in nonparametric partial frontier modeling (2011) — 80 citations
• Jump-Preserving Regression and Smoothing using Local Linear Fitting: A Compromise (2007) — 91 citations
• Local maximum likelihood estimation and inference (1998)
• Local polynomial modelling and its applications (1994)
• Variable Bandwidth and Local Linear Regression (1991)