Ingrid Van Keilegom

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 11

Top Topics

Density Estimation

Intensive Care Units

Nonparametric Estimation

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Artif. Intell. Medicine

Publications

Rebeca Peláez, Ingrid Van Keilegom, Ricardo Cao, Juan Manuel Vilar
Probability of default estimation in credit risk using mixture cure models. Comput. Stat. Data Anal. 189 (2024)
Michela Venturini, Ingrid Van Keilegom, Wouter De Corte, Celine Vens
Predicting time-to-intubation after critical care admission using machine learning and cured fraction information. Artif. Intell. Medicine 150 (2024)
Mikael Escobar-Bach, Ingrid Van Keilegom
Nonparametric estimation of conditional cure models for heavy-tailed distributions and under insufficient follow-up. Comput. Stat. Data Anal. 183 (2023)
Jeong Min Jeon, Ingrid Van Keilegom
Density estimation for mixed Euclidean and non-Euclidean data in the presence of measurement error. J. Multivar. Anal. 193 (2023)
Michela Venturini, Ingrid Van Keilegom, Wouter De Corte, Celine Vens
A Novel Survival Analysis Approach to Predict the Need for Intubation in Intensive Care Units. AIME (2022)
Rebeca Peláez, Ingrid Van Keilegom, Ricardo Cao, Juan Manuel Vilar
Nonparametric probability of default estimation in presence of cure fraction. XoveTIC (2022)
Negera Wakgari Deresa, Ingrid Van Keilegom
A multivariate normal regression model for survival data subject to different types of dependent censoring. Comput. Stat. Data Anal. 144 (2020)
Benjamin Colling, Ingrid Van Keilegom
Goodness-of-fit tests in semiparametric transformation models using the integrated regression function. J. Multivar. Anal. 160 (2017)
A. Bertrand, Catherine Legrand, Daniel Léonard, Ingrid Van Keilegom
Robustness of estimation methods in a survival cure model with mismeasured covariates. Comput. Stat. Data Anal. 113 (2017)
Ana López-Cheda, Ricardo Cao, M. Amalia Jácome, Ingrid Van Keilegom
Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models. Comput. Stat. Data Anal. 105 (2017)
Majda Talamakrouni, Ingrid Van Keilegom, Anouar El Ghouch
Parametrically guided nonparametric density and hazard estimation with censored data. Comput. Stat. Data Anal. 93 (2016)
Cédric Heuchenne, Stéphane Laurent, Catherine Legrand, Ingrid Van Keilegom
Likelihood-Based Inference for Semi-Competing Risks. Commun. Stat. Simul. Comput. 43 (5) (2014)
Carla Moreira, Jacobo de Uña-Álvarez, Ingrid Van Keilegom
Goodness-of-fit tests for a semiparametric model under random double truncation. Comput. Stat. 29 (5) (2014)
Federico Rotolo, Catherine Legrand, Ingrid Van Keilegom
A simulation procedure based on copulas to generate clustered multi-state survival data. Comput. Methods Programs Biomed. 109 (3) (2013)
Carla Moreira, Ingrid Van Keilegom
Bandwidth selection for kernel density estimation with doubly truncated data. Comput. Stat. Data Anal. 61 (2013)
Hohsuk Noh, Anouar El Ghouch, Ingrid Van Keilegom
Assessing model adequacy in possibly misspecified quantile regression. Comput. Stat. Data Anal. 57 (1) (2013)
Luís Meira-Machado, Javier Roca-Pardiñas, Ingrid Van Keilegom, Carmen Cadarso-Suárez
Bandwidth selection for the estimation of transition probabilities in the location-scale progressive three-state model. Comput. Stat. 28 (5) (2013)
Frédéric Ferraty, Ingrid Van Keilegom, Philippe Vieu
Regression when both response and predictor are functions. J. Multivar. Anal. 109 (2012)
Cédric Heuchenne, Ingrid Van Keilegom
Goodness-of-fit tests for the error distribution in nonparametric regression. Comput. Stat. Data Anal. 54 (8) (2010)
Natalie Neumeyer, Ingrid Van Keilegom
Estimating the error distribution in nonparametric multiple regression with applications to model testing. J. Multivar. Anal. 101 (5) (2010)
Rosa M. Crujeiras, Ingrid Van Keilegom
Least squares estimation of nonlinear spatial trends. Comput. Stat. Data Anal. 54 (2) (2010)
Roel Braekers, Ingrid Van Keilegom
Flexible modeling based on copulas in nonparametric median regression. J. Multivar. Anal. 100 (6) (2009)
Cédric Heuchenne, Ingrid Van Keilegom
Nonlinear Regression With Censored Data. Technometrics 49 (1) (2007)