Ingrid Van Keilegom | Academic Influence

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Ingrid Van Keilegom

Mathematics

#6334

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#8794

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Statistics

#755

World Rank

#843

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Mathematics

Ingrid Van Keilegom's Degrees

PhD Statistics Université catholique de Louvain
Masters Statistics Université catholique de Louvain
Bachelors Mathematics Université catholique de Louvain

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Why Is Ingrid Van Keilegom Influential?

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According to Wikipedia, Ingrid Van Keilegom is a Belgian statistician. She is a professor of operations research and business statistics at KU Leuven, and an extraordinary professor at the Université catholique de Louvain. Her research interests include survival analysis, observational error, econometrics, and nonparametric statistics.

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Ingrid Van Keilegom's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Estimation of Semiparametric Models When the Criterion Function is Not Smooth (2002) (503)
Extending the Scope of Empirical Likelihood (2009) (225)
Non‐parametric Estimation of the Residual Distribution (2001) (203)
Bootstrap confidence bands for regression curves and their derivatives (2003) (177)
Bootstrapping the Poisson log-bilinear model for mortality forecasting (2005) (169)
A review on empirical likelihood methods for regression (2009) (150)
Regression when both response and predictor are functions (2012) (113)
Transfer of tail information in censored regression models (1999) (94)
Estimation of a semiparametric transformation model (2008) (93)
On the Validity of the Bootstrap in Non‐Parametric Functional Regression (2009) (93)
Estimating the error distribution in nonparametric multiple regression with applications to model testing (2010) (90)
Two-sample tests in functional data analysis starting from discrete data (2007) (89)
Goodness-of-fit tests in parametric regression based on the estimation of the error distribution (2008) (83)
Estimation and Bootstrap with Censored Data in Fixed Design Nonparametric Regression (1997) (80)
Cure Models in Survival Analysis (2018) (76)
A new test for the parametric form of the variance function in non‐parametric regression (2007) (74)
Testing for the equality of k regression curves (2007) (66)
Empirical likelihood tests for two-sample problems via nonparametric density estimation (2006) (66)
Empirical Likelihood for Non‐Smooth Criterion Functions (2009) (63)
Using difference‐based methods for inference in nonparametric regression with time series errors (2003) (57)
Nonparametric least squares methods for stochastic frontier models (2017) (52)
Estimation of bivariate and marginal distributions with censored data (2003) (52)
Specification tests in nonparametric regression (2008) (51)
Unobserved heterogeneity and endogeneity in nonparametric frontier estimation (2016) (46)
Likelihood ratio confidence bands in non-parametric regression with censored data (2002) (46)
Tests for Independence in Nonparametric Regression (2006) (45)
Testing for monotone increasing hazard rate (2005) (42)
Estimation of the conditional distribution in regression with censored data: a comparative study (2001) (42)
Uniform Representation of Product‐Limit Integrals with Applications (2005) (41)
Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models (2017) (40)
Censored Data (2021) (40)
Variable selection of varying coefficient models in quantile regression (2012) (37)
Hazard Rate Estimation in Nonparametric Regression with Censored Data (2001) (37)
Local linear quantile regression with dependent censored data (2009) (37)
ROC Curves in Non‐Parametric Location‐Scale Regression Models (2011) (36)
Frontier estimation in nonparametric location-scale models (2014) (36)
Non‐parametric Regression with Dependent Censored Data (2008) (33)
Exploring Research Frontiers in Contemporary Statistics and Econometrics (2014) (32)
Frontier estimation in the presence of measurement error with unknown variance (2015) (32)
A review on ROC curves in the presence of covariates (2014) (32)
Polynomial Regression with Censored Data based on Preliminary Nonparametric Estimation (2007) (32)
Uniform strong convergence results for the conditional kaplan-meier estimator and its quantiles (1996) (32)
A goodness-of-fit test for parametric and semi-parametric models in multiresponse regression (2010) (29)
Nonlinear Regression With Censored Data (2007) (29)
Bootstrapping quantiles in a fixed design regression model with censored data (1998) (28)
Density and hazard estimation in censored regression models (2002) (28)
A general approach for cure models in survival analysis (2017) (27)
An ANOVA-type nonparametric diagnostic test for heteroscedastic regression models (2008) (26)
Robust estimation for homoscedastic regression in the secondary analysis of case–control data (2013) (26)
Goodness‐of‐fit tests for parametric models in censored regression (2007) (25)
Weak convergence of the bootstrapped conditional Kaplan-Meier process and its quantile process (1997) (25)
Bivariate Archimedean copula models for censored data in non-life insurance (2006) (24)
An Adapted Loss Function for Censored Quantile Regression (2017) (24)
Goodness‐of‐Fit Tests for Multiplicative Models with Dependent Data (2009) (24)
Semiparametric Conditional Quantile Estimation Through Copula-Based Multivariate Models (2015) (23)
Single index regression models in the presence of censoring depending on the covariates (2011) (23)
The single‐index/Cox mixture cure model (2019) (22)
Nonparametric endogenous post-stratification estimation (2013) (22)
Semiparametric Copula Quantile Regression for Complete or Censored Data (2016) (22)
Bandwidth selection for kernel density estimation with doubly truncated data (2013) (22)
Goodness-of-fit tests for a semiparametric model under random double truncation (2014) (21)
A simulation procedure based on copulas to generate clustered multi-state survival data (2013) (21)
Backfitting versus profiling in general criterion functions (2007) (21)
Heteroscedastic semiparametric transformation models: estimation and testing for validity (2014) (19)
Location estimation in nonparametric regression with censored data (2007) (18)
Two-step semiparametric empirical likelihood inference (2020) (18)
Efficient parameter estimation in regression with missing responses (2012) (18)
Estimation in nonparametric location-scale regression models with censored data (2010) (18)
Change‐Point Tests for the Error Distribution in Non‐parametric Regression (2009) (18)
Semiparametric modeling and estimation of heteroscedasticity in regression analysis of cross-sectional data (2010) (18)
Semiparametric transformation model with endogeneity: a control function approach (2011) (18)
Bivariate Archimedean copula modelling for loss-ALAE data in non-life insurance (2004) (18)
Least squares estimation of nonlinear spatial trends (2010) (17)
Nonparametric 'regression' when errors are positioned at end-points (2009) (17)
Wild residual bootstrap inference for penalized quantile regression with heteroscedastic errors (2018) (17)
A note on the nonparametric estimation of the bivariate distribution under dependent censoring (2004) (16)
Goodness-of-fit tests for the error distribution in nonparametric regression (2010) (16)
Testing parametric models in linear‐directional regression (2014) (16)
Inference in a survival cure model with mismeasured covariates using a simulation-extrapolation approach (2017) (15)
The competing risk between in-hospital mortality and recovery: A pitfall in COVID-19 survival analysis research (2020) (15)
Goodness‐of‐fit tests for the cure rate in a mixture cure model (2019) (15)
On the identifiability of copulas in bivariate competing risks models (2013) (15)
Goodness-of-fit tests in semiparametric transformation models (2016) (14)
Nonparametric regression with filtered data (2011) (14)
Comparison of Regression Curves with Censored Responses (2006) (14)
Semiparametric M-estimation with non-smooth criterion functions (2018) (14)
ANCOVA Methods for Heteroscedastic Nonparametric Regression Models (2001) (13)
Parametrically guided nonparametric density and hazard estimation with censored data (2016) (13)
Infectious diseases epidemiology, quantitative methodology, and clinical research in the midst of the COVID-19 pandemic: Perspective from a European country (2020) (13)
Estimation of the error density in a semiparametric transformation model (2011) (12)
A multivariate normal regression model for survival data subject to different types of dependent censoring (2020) (11)
Robustness of estimation methods in a survival cure model with mismeasured covariates (2017) (11)
Estimation in semiparametric models with missing data (2012) (11)
Goodness-of-fit tests in semiparametric transformation models using the integrated regression function (2017) (11)
Generalized time-dependent conditional linear models under left truncation and right censoring (2010) (11)
Estimation of Conditional Ranks and Tests of Exogeneity in Nonparametric Nonseparable Models (2018) (11)
Flexible parametric approach to classical measurement error variance estimation without auxiliary data (2018) (10)
Asymptotic distribution-free tests for semiparametric regressions with dependent data (2018) (10)
Nonparametric Test for the Form of Parametric Regression with Time Series Errors (2007) (10)
Quality of Fit Measures in the Framework of Quantile Regression (2013) (9)
Goodness-of-fit tests for parametric regression with selection biased data (2009) (9)
Linear censored quantile regression: A novel minimum‐distance approach (2020) (9)
EMPIRICAL LIKELIHOOD CONFIDENCE INTERVALS FOR DEPENDENT DURATION DATA (2010) (9)
Efficient Model Selection in Semivarying Coefficient Models (2012) (9)
Boundary estimation in the presence of measurement error with unknown variance (2010) (8)
Nonparametric Instrumental Regression With Right Censored Duration Outcomes (2020) (8)
Efficiency and Bootstrap in the Promotion Time Cure Model (2017) (8)
Flexible parametric model for survival data subject to dependent censoring (2019) (8)
Efron–Petrosian integrals for doubly truncated data with covariates: An asymptotic analysis (2021) (8)
Semiparametric Estimation of Risk–Return Relationships (2017) (8)
Bootstrap of residual processes in regression: to smooth or not to smooth? (2017) (8)
Additive regression for non-Euclidean responses and predictors (2021) (8)
Inference on Multivariate M Estimators Based on Bivariate Censored Data (2002) (7)
Semi‐parametric Estimation in a Single‐index Model with Endogenous Variables (2017) (7)
Guided Censored Regression (2015) (7)
The copula-graphic estimator in censored nonparametric location-scale regression models (2017) (7)
Empirical likelihood based testing for regression (2007) (7)
Empirical likelihood tests for two‐sample problems via nonparametric density estimation (2006) (7)
On semiparametric modelling, estimation and inference for survival data subject to dependent censoring (2020) (7)
Estimation of fully nonparametric transformation models (2019) (6)
Single-Index Quantile Regression Models for Censored Data (2014) (6)
Estimation of the Cure Rate for Distributions in the Gumbel Maximum Domain of Attraction Under Insufficient Follow-up (2021) (6)
Efficient quantile regression with auxiliary information (2014) (6)
Varying coefficient models having different smoothing variables with randomly censored data (2014) (6)
Uniform in bandwidth exact rates for a class of kernel estimators (2012) (6)
Report of the Editors—2012 (2013) (6)
Nonparametric goodness-of-fit test for heteroscedastic regression models (2002) (6)
Discussion: Statistical models and methods for dependence in insurance data (2011) (6)
Goodness-of-fit test for a parametric survival function with cure fraction (2019) (5)
Mean preservation in nonparametric regression with censored data (2005) (5)
Estimating the error distribution in semiparametric transformation models (2015) (5)
Rejoinder on: A review on empirical likelihood methods for regression (2009) (5)
A goodness-of-fit test for generalised conditional linear models under left truncation and right censoring (2010) (5)
Goodness-of-Fit Tests in Nonparametric Regression (2006) (5)
Estimation of a general parametric location in censored regression (2010) (5)
Non-parametric interval mapping in half-sib designs: use of midranks to account for ties. (2003) (5)
Nonparametric location-scale models for censored successive survival times (2011) (5)
A presmoothing approach for estimation in mixture cure models (2020) (5)
Nonparametric analysis of covariance for censored data (2003) (5)
Estimation of the Boundary of a Variable Observed With Symmetric Error (2019) (5)
Nonparametric location-scale models for successive survival times under dependent censoring (2008) (4)
Expansion for moments of regression quantiles with applications to nonparametric testing (2013) (4)
Estimating the Residuals Distribution in Semiparametric Transformation Models (2014) (4)
Likelihood-Based Inference for Semi-Competing Risks (2014) (4)
Inference for semiparametric Gaussian copula model adjusted for linear regression using residual ranks (2020) (4)
Goodness-of-fit test in parametric mixed effects models based on estimation of the error distribution (2016) (4)
Estimation of a semiparametric transformation model: A novel approach based on least squares minimization (2020) (4)
Inference in a Survival Cure Model with Mismeasured Covariates using a SIMEX Approach (2014) (4)
The nonparametric location-scale mixture cure model (2018) (4)
Nonparametric covariate hypothesis tests for the cure rate in mixture cure models (2020) (4)
ESTIMATION OF A SEMIPARAMETRIC TRANSFORMATION MODEL IN THE PRESENCE OF ENDOGENEITY (2018) (4)
A Smooth Nonparametric, Multivariate, Mixed-Data Location-Scale Test (2017) (4)
Non‐parametric cure rate estimation under insufficient follow‐up by using extremes (2018) (3)
Dependent censoring based on copulas (2021) (3)
A new lack‐of‐fit test for quantile regression with censored data (2021) (3)
Accelerated failure time vs Cox proportional hazards mixture cure models: David vs Goliath? (2022) (3)
Assessing model adequacy in possibly misspecified quantile regression (2013) (3)
Flexible modeling based on copulas in nonparametric median regression (2009) (3)
Copula-based inference for bivariate survival data with left truncation and dependent censoring (2022) (3)
Smoothed empirical likelihood confidence intervals for the relative distribution with left‐truncated and right‐censored data (2010) (3)
Estimation of transition probabilities in a non-Markov model with successive survival times (2010) (2)
Bandwidth selection for the estimation of transition probabilities in the location-scale progressive three-state model (2013) (2)
Flexible modeling based on copulas in nonparametric regression (2007) (2)
Specification testing in semi-parametric transformation models (2019) (2)
The impact of incomplete data on quantile regression for longitudinal data (2020) (2)
Estimation of location and scale functionals in nonparametric regression under copula dependent censoring (2015) (2)
Assessing cure status prediction from survival data using receiver operating characteristic curves (2020) (2)
Discussion on: "Probabilistic index models" (by O. Thas, J. De Neve, L. Clement and J-P. Ottoy) (2012) (2)
Hybrid combinations of parametric and empirical likelihoods. (2018) (2)
A nonparametric instrumental approach to endogeneity in competing risks models (2021) (2)
Nonparametric ANCOVA methods for heteroscedastic nonparametric regression models (1999) (2)
Wilks' Phenomenon in Two-Step Semiparametric Empirical Likelihood Inference (2015) (2)
Estimating the residual distribution in a semiparametric transformation model. (2011) (2)
Nonparametric Inference in Mixture Cure Models (2018) (1)
Discussion on: "An updated review of Goodness-of-Fit tests for regression models" (by W. Gonzales-Manteiga and R.M. Crujeiras) (2013) (1)
Envelopes for censored quantile regression (2022) (1)
On an extension of the promotion time cure model (2018) (1)
On relaxing the distributional assumption of stochastic frontier models (2020) (1)
Nonparametric regression on Lie groups with measurement errors (2022) (1)
A Computational Note on Estimation of a Semiparametric Transformation Model (2008) (1)
Semi-parametric estimation of incubation and generation times by means of Laguerre polynomials (2020) (1)
NONPARAMETRIC “ REGRESSION ” WHEN ERRORS ARE CENTRED AT ENDPOINTS (2006) (1)
Simulation of clustered multi-state survival data based on a copula model (2011) (1)
Parametrically guided local quasi-likelihood with censored data (2017) (1)
A presmoothing approach for estimation in the semiparametric Cox mixture cure model (2022) (1)
Asymptotic distribution-free tests for semiparametric regressions (2015) (1)
A presmoothing approach for estimation in semiparametric mixture cure models (2020) (1)
A note on the nonparametric estimation of the bivariate distribution under dependent censoring (2004) (1)
Nonparametric estimation of conditional cure models for heavy-tailed distributions and under insufficient follow-up (2019) (1)
Instrumental variable quantile regression under random right censoring (2022) (1)
Parametric copula adjusted for non- and semiparametric regression (2022) (1)
Semiparametric estimation of the nonmixture cure model with auxiliary survival information (2021) (1)
Quantile regression for longitudinal data via the multivariate generalized hyperbolic distribution (2021) (0)
A 2-step estimation procedure for semiparametric mixture cure models (2022) (0)
Comparison of quantile regression curves with censored data (2023) (0)
Preprint 1 NONPARAMETRIC ENDOGENOUS POST-STRATIFICATION ESTIMATION (2011) (0)
Estimation in semiparametric models with missing data : Article de recherche (2011) (0)
Nonparametric least squares methods for stochastic frontier models (2016) (0)
Hybrid combinations of parametric and empirical likelihoods Hjort, N., McKeague, I. and I. Van Keilegom Hybrid combinations of parametric and empirical likelihoods (2018) (0)
Erratum: Cure Models in Survival Analysis (2019) (0)
Semiparametric modeling and estimation of the dispersion function in regression (2008) (0)
of the Bernoulli Society for Mathematical Statistics and Probability Volume Twenty Six Number Four November 2020 (2020) (0)
Bootstrap and inference when both response and regressor are functional (2010) (0)
Comments on: An updated review of Goodness-of-Fit tests for regression models (2013) (0)
Bandwidth selection for the estimation of transition probabilities in the location-scale progressive three-state model (2013) (0)
Semi-parametric estimation in a single-index model with variables (2014) (0)
Estimation in censored linear regression via preliminary smoothing (2003) (0)
Estimation of the variance matrix in bivariate classical measurement error models (2022) (0)
Goodness-of-fit tests for a semiparametric model under random double truncation (2014) (0)
A Novel Survival Analysis Approach to Predict the Need for Intubation in Intensive Care Units (2022) (0)
Comments on: Model-free model-fitting and predictive distributions (2013) (0)
Estimating the error distribution function of a heteroskedastic nonparametric regression of cure model data (2015) (0)
Cure models in survival analysis Amico, M. and I. Van Keilegoms Cure models in survival analysis (2017) (0)
Quantile regression in nonparametric location-scale models with censored data (2011) (0)
Estimation of the Boundary of a Variable observed with Symmetric Error (2018) (0)
An Adapted Loss Function for Censored Quantile Regression (2017) (0)
Comments on: Model-free model-fitting and predictive distributions (2013) (0)
On assessing model adequacy in linear quantile regression (2011) (0)
Semi-Parametric Estimation of Risk-Return Relationships (2013) (0)
Additive regression for predictors of various natures and possibly incomplete Hilbertian responses (2021) (0)
Instrumental variable estimation of dynamic treatment effects on a duration outcome (2022) (0)
Density estimation and regression analysis on S^d in the presence of measurement error (2023) (0)
A simulation-extrapolation approach for the mixture cure model with mismeasured covariates (2020) (0)
Report of the Editors—2013 (2014) (0)
Correction to ‘On semiparametric modelling, estimation and inference for survival data subject to dependent censoring’ (2021) (0)
Jackknife empirical likelihood method for copulas (2011) (0)
TESTING FOR MONOTONE INCREASING HAZARD RATE BY PETER HALL (2005) (0)
POST-STRATIFICATION ESTIMATION (2011) (0)
A random locational M-estimation problem based on the L2-Wasserstein distance (2015) (0)
Comments on: Model-free model-fitting and predictive distributions (2013) (0)
Nonparametric censored regression using preliminary kernel smoothing (2004) (0)
Comments on: An updated review of Goodness-of-Fit tests for regression models (2013) (0)
The least squares method in heteroscedastic regression models (2000) (0)
Estimation in semiparametric models with missing data (2012) (0)
Variance matrix estimation in multivariate classical measurement error models (2023) (0)
Specification testing in semi-parametric transformation models (2021) (0)
An instrumental variable approach under dependent censoring (2022) (0)
Semiparametric Estimation of RiskâReturn Relationships (2017) (0)
Goodness-of-fit tests in semiparametric transformation models (2015) (0)
Deconvolution with Unknown Error Distribution (2021) (0)
Nonparametric probability of default estimation in presence of cure fraction (0)
Semiparametric M-estimation with non-smooth criterion functions (2018) (0)
Nonparametric incidence and latency estimation in mixture cure models (2015) (0)
models with dependent data (2007) (0)
Estimation of the error density in a semiparametric transformation model (2014) (0)
Discussion on "Instrumented difference-in-differences" by Ting Ye, Ashkan Ertefaie, James Flory, Sean Hennessy, and Dylan S. Small. (2022) (0)
Density estimation for mixed Euclidean and non-Euclidean data in the presence of measurement error (2022) (0)
Goodness‐of‐fit tests in proportional hazards models with random effects (2022) (0)
A test for comparing conditional ROC curves with multidimensional covariates (2021) (0)
Testing for homogeneous treatment effects in linear and nonparametric instrumental variable models (2022) (0)
Goodness-of-fit tests for multiplicativemodels with dependent data (2007) (0)
Copula based Cox proportional hazards models for dependent censoring (2023) (0)
Semiparametric inference in general heteroscedastic regression models. (2009) (0)
Robust censored regression with (cid:2) 1 -norm regularization (2022) (0)
Robust censored regression with $$\ell _1$$-norm regularization (2021) (0)

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