output
20122024
most citedLaplacian-P-splines for Bayesian inference in the mixture cure model

15 citations

researchers with a paper here
collaborating institutions

3 papers

stat.ME2024

Federated mixed effects logistic regression based on one-time shared summary statistics

Marie Analiz April Limpoco, Christel Faes, Niel Hens

Upholding data privacy especially in medical research has become tantamount to facing difficulties in accessing individual-level patient data. Estimating mixed effects binary logis…

stat.ME2021★ 15 cited

Laplacian-P-splines for Bayesian inference in the mixture cure model

Oswaldo Gressani, Christel Faes, Niel Hens

The mixture cure model for analyzing survival data is characterized by the assumption that the population under study is divided into a group of subjects who will experience the ev…

stat.ME2012

Data Mining for Longitudinal Data under Multicollinearity and Time Dependence using Penalized Generalized Estimating Equations

Adriaan Blommaert, Niel Hens, Philippe Beutels

Penalized generalized estimating equations with Elastic Net or L2-Smoothly Clipped Absolute Deviation penalization are proposed to simultaneously select the most important variable…