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Researcher
Ingrid Van Keilegom
- Disciplines:Applied mathematics in specific fields, Statistics and numerical methods, Applied economics
Affiliations
- Operations Research and Statistics Research Group (ORSTAT) (main work address Leuven) (Research unit)
Member
From1 Dec 2016 → Today
Projects
1 - 10 of 19
- Thesis in StatisticsFrom30 Sep 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Joint models in actuarial sciencesFrom29 Jul 2024 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Inference in cure models when the follow-up is insufficientFrom1 Jan 2024 → TodayFunding: FWO research project (including WEAVE projects)
- Endogeneity in the context of cure modelsFrom20 Nov 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Predicting bankruptcy with machine learning methodsFrom29 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Statistical inference of multivariate data with both additive and multiplicative measurement errors.From28 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Partial identification methods for survival analysisFrom4 Aug 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Quantile estimation for multivariate data using the multivariate generalised hyperbolic distributionFrom25 Oct 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Actuaries and STatisticians endeavour to design innovative, inclusive insurance products in a changing RISK landscapeFrom1 Jan 2022 → TodayFunding: FWO EOS
- Instrumental variable methods under dependent censoringFrom1 Sep 2021 → TodayFunding: FWO fellowships
Publications
1 - 10 of 102
- Inference in the nonparametric stochastic frontier model(2024)
Authors: Ingrid Van Keilegom
Pages: 518 - 539 - Regression estimation using surrogate responses obtained by presmoothing(2024)
Authors: Ingrid Van Keilegom
- Density estimation and regression analysis on hyperspheres in the presence of measurement error(2024)
Authors: Jeong Min JEON, Ingrid Van Keilegom
- Testing for homogeneous treatment effects in linear and nonparametric instrumental variable models(2024)
Authors: Ingrid Van Keilegom
- Variance matrix estimation in multivariate classical measurement error models(2024)
Authors: Ingrid Van Keilegom
Pages: 1259 - 1284 - A two-step estimation procedure for semiparametric mixture cure models(2024)
Authors: Ingrid Van Keilegom
- Copula Based Cox Proportional Hazards Models for Dependent Censoring(2024)
Authors: Ingrid Van Keilegom
Pages: 1044 - 1054 - Instrumental Variable Estimation of Dynamic Treatment Effects on a Duration Outcome(2024)
Authors: Jad Beyhum, Ingrid Van Keilegom
Pages: 732 - 742 - On variable selection in a semiparametric AFT mixture cure model(2024)
Authors: Motahareh Parsa, Ingrid Van Keilegom
Pages: 472 - 500 - Predicting time-to-intubation after critical care admission using machine learning and cured fraction information(2024)
Authors: Michela Venturini, Ingrid Van Keilegom, Celine Vens