Ingrid Van Keilegom

About Ingrid Van Keilegom

Ingrid Van Keilegom, With an exceptional h-index of 40 and a recent h-index of 25 (since 2020), a distinguished researcher at Katholieke Universiteit Leuven, specializes in the field of Survival analysis, Semi- and nonparametric regression, Measurement errors.

His recent articles reflect a diverse array of research interests and contributions to the field:

Inference in the nonparametric stochastic frontier model

Flexible control function approach under different types of dependent censoring

Copula based dependent censoring in cure models

On variable selection in a semiparametric AFT mixture cure model

Copula-based pairwise estimator for quantile regression with hierarchical missing data

Predicting time-to-intubation after critical care admission using machine learning and cured fraction information

A test for comparing conditional ROC curves with multidimensional covariates

A two‐step estimation procedure for semiparametric mixture cure models

Ingrid Van Keilegom Information

University

Position

___

Citations(all)

6270

Citations(since 2020)

2597

Cited By

4839

hIndex(all)

40

hIndex(since 2020)

25

i10Index(all)

123

i10Index(since 2020)

80

Email

University Profile Page

Google Scholar

Ingrid Van Keilegom Skills & Research Interests

Survival analysis

Semi- and nonparametric regression

Measurement errors

Top articles of Ingrid Van Keilegom

Inference in the nonparametric stochastic frontier model

2021/9/9

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Flexible control function approach under different types of dependent censoring

arXiv preprint arXiv:2403.11860

2024/3/18

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Copula based dependent censoring in cure models

2023/12/1

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

On variable selection in a semiparametric AFT mixture cure model

Lifetime Data Analysis

2024/3/4

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Copula-based pairwise estimator for quantile regression with hierarchical missing data

Statistical Modelling

2024/2/27

Geert Molenberghs
Geert Molenberghs

H-Index: 53

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Predicting time-to-intubation after critical care admission using machine learning and cured fraction information

Artificial Intelligence in Medicine

2024/2/22

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Celine Vens
Celine Vens

H-Index: 14

A test for comparing conditional ROC curves with multidimensional covariates

Journal of applied statistics

2024/1/2

Juan Carlos Pardo-Fernández
Juan Carlos Pardo-Fernández

H-Index: 10

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

A two‐step estimation procedure for semiparametric mixture cure models

Scandinavian Journal of Statistics

2024

Eni Musta
Eni Musta

H-Index: 4

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Estimation of the density for censored and contaminated data

Stat

2024

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

An information‐theoretic approach for the assessment of a continuous outcome as a surrogate for a binary true endpoint based on causal inference: Application to vaccine evaluation

Statistics in Medicine

2024/1/1

Instrumental variable quantile regression under random right censoring

The Econometrics Journal

2024/1

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

An instrumental variable approach under dependent censoring

Test

2023/12/14

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

A nonparametric instrumental approach to confounding in competing risks models

Lifetime Data Analysis

2023/10

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Advances in Semiparametric Methods for Censored Data and Endogeneity

2023/9/18

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Probability of default estimation in credit risk using mixture cure models

2023/9/14

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Ricardo Cao
Ricardo Cao

H-Index: 18

Instrumental variable estimation of the proportional hazards model by presmoothing

2023/9/5

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Testing for sufficient follow-up in censored survival data by using extremes

arXiv preprint arXiv:2309.00868

2023/9/2

Comparison of quantile regression curves with censored data

Test

2023/9

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

Dependent censoring based on parametric copulas

Biometrika

2023/9/1

Instrumental variable estimation of dynamic treatment effects on a duration outcome

Journal of Business & Economic Statistics

2023/6/29

Samuele Centorrino
Samuele Centorrino

H-Index: 6

Ingrid Van Keilegom
Ingrid Van Keilegom

H-Index: 25

See List of Professors in Ingrid Van Keilegom University(Katholieke Universiteit Leuven)

Co-Authors

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