Nonlinear Regression With Censored Data. - Cédric Heuchenne; Ingrid Van Keilegom (Technometrics, 2007)

Flexible modeling based on copulas in nonparametric median regression. - Roel Braekers; Ingrid Van Keilegom (J. Multivar. Anal., 2009)

Least squares estimation of nonlinear spatial trends. - Rosa M. Crujeiras; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2010)

Goodness-of-fit tests for the error distribution in nonparametric regression. - Cédric Heuchenne; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2010)

Estimating the error distribution in nonparametric multiple regression with applications to model testing. - Natalie Neumeyer; Ingrid Van Keilegom (J. Multivar. Anal., 2010)

Regression when both response and predictor are functions. - Frédéric Ferraty; Ingrid Van Keilegom; Philippe Vieu (J. Multivar. Anal., 2012)

A simulation procedure based on copulas to generate clustered multi-state survival data. - Federico Rotolo; Catherine Legrand; Ingrid Van Keilegom (Comput. Methods Programs Biomed., 2013)

Bandwidth selection for kernel density estimation with doubly truncated data. - Carla Moreira; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2013)

Assessing model adequacy in possibly misspecified quantile regression. - Hohsuk Noh; Anouar El Ghouch; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2013)

Bandwidth selection for the estimation of transition probabilities in the location-scale progressive three-state model. - Luís Meira-Machado; Javier Roca-Pardiñas; Ingrid Van Keilegom; Carmen Cadarso-Suárez (Comput. Stat., 2013)

Likelihood-Based Inference for Semi-Competing Risks. - Cédric Heuchenne; Stéphane Laurent; Catherine Legrand; Ingrid Van Keilegom (Commun. Stat. Simul. Comput., 2014)

Goodness-of-fit tests for a semiparametric model under random double truncation. - Carla Moreira; Jacobo de Uña-Álvarez; Ingrid Van Keilegom (Comput. Stat., 2014)

Parametrically guided nonparametric density and hazard estimation with censored data. - Majda Talamakrouni; Ingrid Van Keilegom; Anouar El Ghouch (Comput. Stat. Data Anal., 2016)

Robustness of estimation methods in a survival cure model with mismeasured covariates. - A. Bertrand; Catherine Legrand; Daniel Léonard; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2017)

Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models. - Ana López-Cheda; Ricardo Cao; M. Amalia Jácome; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2017)

Goodness-of-fit tests in semiparametric transformation models using the integrated regression function. - Benjamin Colling; Ingrid Van Keilegom (J. Multivar. Anal., 2017)

A multivariate normal regression model for survival data subject to different types of dependent censoring. - Negera Wakgari Deresa; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2020)

A Novel Survival Analysis Approach to Predict the Need for Intubation in Intensive Care Units. - Michela Venturini; Ingrid Van Keilegom; Wouter De Corte; Celine Vens (AIME, 2022)

Nonparametric probability of default estimation in presence of cure fraction. - Rebeca Peláez; Ingrid Van Keilegom; Ricardo Cao; Juan Manuel Vilar (XoveTIC, 2022)

Density estimation for mixed Euclidean and non-Euclidean data in the presence of measurement error. - Jeong Min Jeon; Ingrid Van Keilegom (J. Multivar. Anal., 2023)

Nonparametric estimation of conditional cure models for heavy-tailed distributions and under insufficient follow-up. - Mikael Escobar-Bach; Ingrid Van Keilegom (Comput. Stat. Data Anal., 2023)

Predicting time-to-intubation after critical care admission using machine learning and cured fraction information. - Michela Venturini; Ingrid Van Keilegom; Wouter De Corte; Celine Vens (Artif. Intell. Medicine, 2024)

Probability of default estimation in credit risk using mixture cure models. - Rebeca Peláez; Ingrid Van Keilegom; Ricardo Cao; Juan Manuel Vilar (Comput. Stat. Data Anal., 2024)