Research Explorer

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Researcher

Heidelinde Dehaene

Awards & Distinctions

9 Results

2025

Why Synthetic Discoveries are Not Only a Problem of Differentially Private Synthetic Data

Heidelinde DehaeneAlexander DecruyenaereChristiaan PoletJohan DecruyenaerePaloma RabaeyThomas DemeesterStijn Vansteelandt

U Journal Article in Methods of Information in Medicine

2024

Debiasing synthetic data generated by deep generative models

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyJohan DecruyenaereChristiaan PoletThomas DemeesterStijn Vansteelandt

Inference failure with synthetic arms: Empirical application to phase III oncology trials

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyCharles PoletJohan DecruyenaereToon DemeesterStijn VansteelandtSylvie Rottey

U Journal Article in ANNALS OF ONCOLOGY

The real deal behind the artificial appeal : inferential utility of tabular synthetic data

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyChristiaan PoletJohan DecruyenaereStijn VansteelandtThomas Demeester

2023

Exploring the effectiveness of clinical simulations to develop student teachers’ parent-teacher communication competence

Karen De ConinckKarolien KeppensMartin ValckeHeidelinde DehaeneJan De NeveRuben Vanderlinde

A1 Journal Article in RESEARCH PAPERS IN EDUCATION

Synthetic data : can we trust statistical estimators?

Alexander DecruyenaereHeidelinde DehaenePaloma RabaeyChristiaan PoletJohan DecruyenaereStijn VansteelandtThomas Demeester

2022

Analyzing latent outcomes via ranks

Heidelinde DehaeneJan De NeveYves Rosseel

2021

A Wilcoxon–Mann–Whitney test for latent variables

Heidelinde DehaeneJan De NeveYves Rosseel

A1 Journal Article in FRONTIERS IN PSYCHOLOGY

Semiparametric linear transformation models for indirectly observed outcomes

Jan De NeveHeidelinde Dehaene

A1 Journal Article in STATISTICS IN MEDICINE