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Researcher
Stijn Vansteelandt
Profile
Projects
Publications
Activities
Awards & Distinctions
271
Results
2024
Adjusting for time-varying treatment switches in randomized clinical trials : the danger of extrapolation and how to address it
Hege Michiels
An Vandebosch
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN BIOPHARMACEUTICAL RESEARCH
2024
Assumption-lean cox regression
Stijn Vansteelandt
Oliver Dukes
Kelly Van Lancker
Torben Martinussen
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2024
Counterfactual Mediation Analysis with a Latent Class Exposure
Gemma Hammerton
Jon Heron
Katie Lewis
Kate Tilling
Stijn Vansteelandt
U
Journal Article
in
MULTIVARIATE BEHAVIORAL RESEARCH
2024
Dealing with time‐dependent exposures and confounding when defining and estimating attributable fractions : revisiting estimands and estimators
Johan Steen
Pawel Morzywolek
Wim Van Biesen
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2024
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
Erin E. Gabriel
Michael C. Sachs
Torben Martinussen
Ingeborg Waernbaum
Els Goetghebeur
Stijn Vansteelandt
Arvid Sjölander
A1
Journal Article
in
STATISTICS IN MEDICINE
2024
Outcomes of critically ill patients with and without concordant perceptions of excessive care: A comparison between more religious and less religious ICUs
Lucas Dierickx
Hanne Irene Jensen
Hans-Henrik Bülow
Stijn Vansteelandt
Rosanna Vaschetto
Gábor Élő
Ruth Piers
Dominique Benoit
Preprint
2024
The incremental healthcare cost associated with cancer in Belgium : a registry‐based data analysis
Vanessa Gorasso
Stefanie Vandevijvere
Johan Van der Heyden
Ingrid Pelgrims
Henk Hilderink
Wilma Nusselder
Claire Demoury
Masja Schmidt
Stijn Vansteelandt
Delphine De Smedt
et al.
A1
Journal Article
in
CANCER MEDICINE
2024
The incremental healthcare cost associated with cancer in Belgium: A registry-based data analysis
Vanessa Gorasso
Stefanie Vandevijvere
Johan Van der Heyden
Ingrid Pelgrims
Henk Hilderink
Wilma Nusselder
Claire Demoury
Masja Schmidt
Stijn Vansteelandt
Delphine De Smedt
et al.
U
Journal Article
in
CANCER MEDICINE
2024
The potential impact fraction of population weight reduction scenarios on non-communicable diseases in Belgium: application of the g-computation approach
Ingrid Pelgrims
Brecht Devleesschauwer
Stefanie Vandevijvere
Eva M. De Clercq
Johan van der Heyden
Stijn Vansteelandt
U
Journal Article
in
BMC MEDICAL RESEARCH METHODOLOGY
2024
2023
Causal estimands and estimation for randomized clinical trials with intercurrent events : addressing extrapolation
Hege Michiels
Stijn Vansteelandt
An Vandebosch
Dissertation
2023
Causal inference in survival analysis using longitudinal observational data : sequential trials and marginal structural models
Ruth H. Keogh
Jon Michael Gran
Shaun R. Seaman
Gwyneth Davies
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2023
Causal inference methods to optimize clinical decision-making in treatment initiation based on routinely collected data
Pawel Morzywolek
Stijn Vansteelandt
Wim Van Biesen
Johan Steen
Dissertation
2023
Coaching doctors to improve ethical decision-making in adult hospitalised patients potentially receiving excessive treatment : study protocol for a stepped wedge cluster randomised controlled trial
Dominique Benoit
Stijn Vanheule
Frank Manesse
Frederik Anseel
Geert De Soete
Katrijn Goethals
An Lievrouw
Stijn Vansteelandt
Erik De Haan
Ruth Piers
et al.
A1
Journal Article
in
PLOS ONE
2023
Comment on" Estimands and their Estimators for Clinical Trials Impacted by the COVID-19 Pandemic: A Report from the NISS Ingram Olkin Forum Series on Unplanned Clinical Trial Disruptions"
Stijn Vansteelandt
Editorial material
2023
Contribution of air pollution and overweight to non-communicable diseases in Belgium : addressing the limitations of observational studies
Ingrid Pelgrims
Stijn Vansteelandt
Eva De Clercq
Brecht Devleesschauwer
Dissertation
2023
Ensuring valid inference for cox hazard ratios after variable selection
Kelly Van Lancker
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2023
Instrumental variable estimation of the causal hazard ratio
Linbo Wang
Eric Tchetgen Tchetgen
Torben Martinussen
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2023
Rejoinder to discussions on 'Instrumental variable estimation of the causal hazard ratio'
Linbo Wang
Eric Tchetgen Tchetgen
Torben Martinussen
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2023
Semiparametric estimation of probabilistic index models : efficiency and bias
Karel Vermeulen
Jan De Neve
Gustavo Amorim
Olivier Thas
Stijn Vansteelandt
A1
Journal Article
in
STATISTICA SINICA
2023
Synthetic data : can we trust statistical estimators?
Alexander Decruyenaere
Heidelinde Dehaene
Paloma Rabaey
Christiaan Polet
Johan Decruyenaere
Stijn Vansteelandt
Thomas Demeester
C1
Conference
2023
The health and economic burden of musculoskeletal disorders in Belgium from 2013 to 2018
Vanessa Gorasso
Johan Van der Heyden
Robby De Pauw
Ingrid Pelgrims
Eva M. De Clercq
Karin De Ridder
Stefanie Vandevijvere
Stijn Vansteelandt
Bert Vaes
Delphine De Smedt
et al.
A1
Journal Article
in
POPULATION HEALTH METRICS
2023
The role of loneliness on hearing ability and dementia : a novel mediation approach
Ruth A. Hackett
Tat Thang Vo
Stijn Vansteelandt
Hilary Davies-Kershaw
A1
Journal Article
in
JOURNAL OF THE AMERICAN GERIATRICS SOCIETY
2023
Using random-forest multiple imputation to address bias of self-reported anthropometric measures, hypertension and hypercholesterolemia in the Belgian health interview survey
Ingrid Pelgrims
Brecht Devleesschauwer
Stefanie Vandevijvere
Eva M. De Clercq
Stijn Vansteelandt
Vanessa Gorasso
Johan Van der Heyden
A1
Journal Article
in
BMC MEDICAL RESEARCH METHODOLOGY
2023
2022
A statistical test to reject the structural interpretation of a latent factor model
Tyler J. VanderWeele
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2022
Assumption‐lean inference for generalised linear model parameters
Stijn Vansteelandt
Oliver Dukes
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2022
Authors' reply to the discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes
Stijn Vansteelandt
Oliver Dukes
Editorial material
2022
Challenges in systematic reviews and meta-analyses of mediation analyses
Tat-Thang Vo
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2022
Demystifying statistical learning based on efficient influence functions
Oliver Hines
Oliver Dukes
Karla Diaz-Ordaz
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN STATISTICIAN
2022
Disentangling indirect effects through multiple mediators without assuming any causal structure among the mediators
Wen Wei Loh
Beatrijs Moerkerke
Tom Loeys
Stijn Vansteelandt
A1
Journal Article
in
PSYCHOLOGICAL METHODS
2022
Estimation and interpretation of vaccine efficacy in COVID-19 randomized clinical trials
Hege Michiels
An Vandebosch
Stijn Vansteelandt
A2
Journal Article
in
STATISTICAL COMMUNICATIONS IN INFECTIOUS DISEASES
2022
Health care costs and lost productivity costs related to excess weight in Belgium
Vanessa Gorasso
Isabelle Moyersoen
Johan Van der Heyden
Karin De Ridder
Stefanie Vandevijvere
Stijn Vansteelandt
Delphine De Smedt
Brecht Devleesschauwer
A1
Journal Article
in
BMC PUBLIC HEALTH
2022
How do psychologically based interventions for chronic musculoskeletal pain work? A systematic review and meta-analysis of specific moderators and mediators of treatment
Carlos Murillo Ezcurra
Tat-Thang Vo
Stijn Vansteelandt
Lauren E. Harrison
Barbara Cagnie
Iris Coppieters
Marjolein Chys
Inge Timmers
Mira Meeus
A1
Journal Article
in
CLINICAL PSYCHOLOGY REVIEW
2022
Longitudinal mediation analysis of time-to-event endpoints in the presence of competing risks
Tat-Thang Vo
Hilary Davies-Kershaw
Ruth Hackett
Stijn Vansteelandt
A1
Journal Article
in
LIFETIME DATA ANALYSIS
2022
Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown
Wen Wei Loh
Beatrijs Moerkerke
Tom Loeys
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2022
On estimation and cross–validation of dynamic treatment regimes with competing risks
Pawel Morzywolek
Johan Steen
Wim Van Biesen
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2022
Quality assessment practice in systematic reviews of mediation studies : results from an overview of systematic reviews
Tat-Thang Vo
Aidan Cashin
Cecilia Superchi
Pham Hien Trang Tu
Thanh Binh Nguyen
Isabelle Boutron
David MacKinnon
Tyler Vanderweele
Hopin Lee
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF CLINICAL EPIDEMIOLOGY
2022
Selection bias when inferring the effect direction in Mendelian randomization
Sharon M. Lutz
Kirsten Voorhies
Ann C. Wu
John Hokanson
Stijn Vansteelandt
Christoph Lange
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2022
Target trial emulation on timing of start of renal replacement therapy in acute kidney injury : lessons learned
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Wim Van Biesen
C3
Conference
2022
The influence of unmeasured confounding on the MR Steiger approach
Sharon M. Lutz
Kirsten Voorhies
Ann Chen Wu
John Hokanson
Stijn Vansteelandt
Christoph Lange
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2022
Timing of dialysis in acute kidney injury using routinely collected data and dynamic treatment regimes
Pawel Morzywolek
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Sigrid Sterckx
Wim Van Biesen
A1
Journal Article
in
CRITICAL CARE
2022
Using routinely collected data to define the optimal timing to initiate renal replacement therapy in AKI patients
Pawel Morzywolek
Johan Steen
Stijn Vansteelandt
Johan Decruyenaere
Wim Van Biesen
C3
Conference
2022
2021
A guideline for reporting mediation analyses of randomized trials and observational studies : the AGReMA statement
Hopin Lee
Aidan G. Cashin
Sarah E. Lamb
Sally Hopewell
Stijn Vansteelandt
Tyler J. VanderWeele
David P. MacKinnon
Gemma Mansell
Gary S. Collins
Robert M. Golub
et al.
A1
Journal Article
in
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION
2021
A novel estimand to adjust for rescue treatment in randomized clinical trials
Hege Michiels
Cristina Sotto
An Vandebosch
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2021
Attributable mortality of ventilator-associated pneumonia : replicating findings, revisiting methods
Johan Steen
Stijn Vansteelandt
Liesbet De Bus
Pieter Depuydt
Bram Gadeyne
Dominique Benoit
Johan Decruyenaere
A1
Journal Article
in
ANNALS OF THE AMERICAN THORACIC SOCIETY
2021
Causal inference concepts applied to three observational studies in the context of vaccine development : from theory to practice
Emilia Gvozdenović
Lucio Malvisi
Elisa Cinconze
Stijn Vansteelandt
Phoebe Nakanwagi
Emmanuel Aris
Dominique Rosillon
A1
Journal Article
in
BMC MEDICAL RESEARCH METHODOLOGY
2021
Caution against examining the role of reverse causality in Mendelian Randomization
Sharon M. Lutz
Ann Chen Wu
John E. Hokanson
Stijn Vansteelandt
Christoph Lange
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2021
Confounder selection strategies targeting stable treatment effect estimators
Wen Wei Loh
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2021
Discussion of Kallus and Mo, Qi, and Liu : new objectives for policy learning
Stijn Vansteelandt
Oliver Dukes
Editorial material
2021
Efficient, doubly robust estimation of the effect of dose switching for switchers in a randomized clinical trial
Kelly Van Lancker
An Vandebosch
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICAL JOURNAL
2021
How much can we remedy very low learning levels in rural parts of low-income countries? Impact and generalizability of a multi-pronged para-teacher intervention from a cluster-randomized trial in the Gambia
Alex Eble
Chris Frost
Alpha Camara
Baboucarr Bouy
Momodou Bah
Maitri Sivaraman
Pei-Tseng Jenny Hsieh
Chitra Jayanty
Tony Brady
Piotr Gawron
et al.
A1
Journal Article
in
JOURNAL OF DEVELOPMENT ECONOMICS
2021
Inference for treatment effect parameters in potentially misspecified high-dimensional models
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRIKA
2021
Optimizing treatment effect estimation in randomized trials by leveraging baseline covariates and early read-outs
Kelly Van Lancker
Stijn Vansteelandt
An Vandebosch
Dissertation
2021
Prediction of hospital bed capacity during the COVID-19 pandemic
Mieke Deschepper
Kristof Eeckloo
Simon Malfait
Dominique Benoit
Steven Callens
Stijn Vansteelandt
A1
Journal Article
in
BMC HEALTH SERVICES RESEARCH
2021
Principled selection of baseline covariates to account for censoring in randomized trials with a survival endpoint
Kelly Van Lancker
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2021
Robust inference for mediated effects in partially linear models
Oliver Hines
Stijn Vansteelandt
Karla Diaz-Ordaz
A1
Journal Article
in
PSYCHOMETRIKA
2021
Simulating longitudinal data from marginal structural models using the additive hazard model
Ruth H. Keogh
Shaun R. Seaman
Jon Michael Gran
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICAL JOURNAL
2021
Stable inverse probability weighting estimation for longitudinal studies
Vahe Avagyan
Stijn Vansteelandt
A1
Journal Article
in
SCANDINAVIAN JOURNAL OF STATISTICS
2021
The importance of the urinary output criterion for the detection and prognostic meaning of AKI
Jill Vanmassenhove
Johan Steen
Stijn Vansteelandt
Pawel Morzywolek
Eric Hoste
Johan Decruyenaere
Dominique Benoit
Wim Van Biesen
A1
Journal Article
in
SCIENTIFIC REPORTS
2021
Using generalized linear models to implement g‐estimation for survival data with time‐varying confounding
Shaun R. Seaman
Ruth H. Keogh
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2021
2020
Adjusting for time‐varying confounders in survival analysis using structural nested cumulative survival time models
Shaun Seaman
Oliver Dukes
Ruth Keogh
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2020
Authors' reply to 'Multiple comparisons controversies are about context and costs, not frequentism versus Bayesianism'
Arvid Sjölander
Stijn Vansteelandt
A1
Journal Article
in
EUROPEAN JOURNAL OF EPIDEMIOLOGY
2020
Causal graphs for the analysis of genetic cohort data
Oliver Hines
Karla Diaz-Ordaz
Stijn Vansteelandt
Yalda Jamshidi
A1
Journal Article
in
PHYSIOLOGICAL GENOMICS
2020
Causal inference in meta-analysis and mediation analysis
Võ Tẩt Thẳng
Stijn Vansteelandt
Raphael Porcher
Dissertation
2020
Comment : on the potential for misuse of outcome-wide study designs, and ways to prevent it
Stijn Vansteelandt
Oliver Dukes
Editorial material
2020
Doubly robust tests of exposure effects under high-dimensional confounding
Oliver Dukes
Vahe Avagyan
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2020
Estimating the effect of healthcare-associated infections on excess length of hospital stay using inverse probability-weighted survival curves
Koen B. Pouwels
Stijn Vansteelandt
Rahul Batra
Jonathan Edgeworth
Sarah Wordsworth
Julie V. Robotham
A1
Journal Article
in
CLINICAL INFECTIOUS DISEASES
2020
Estimation of controlled direct effects in longitudinal mediation analyses with latent variables in randomized studies
Wen Wei Loh
Beatrijs Moerkerke
Tom Loeys
Louise Poppe
Geert Crombez
Stijn Vansteelandt
A1
Journal Article
in
MULTIVARIATE BEHAVIORAL RESEARCH
2020
Ethical climate and intention to leave among critical care clinicians : an observational study in 68 intensive care units across Europe and the United States
Bo Van den Bulcke
Victoria Metaxa
Anna K. Reyners
Katerina Rusinova
Hanne I. Jensen
J. Malmgren
Michael Darmon
Daniel Talmor
Anne-Pascale Meert
Laura Cancelliere
et al.
A1
Journal Article
in
INTENSIVE CARE MEDICINE
2020
Heterogeneous indirect effects for multiple mediators using interventional effect models
Wen Wei Loh
Beatrijs Moerkerke
Tom Loeys
Stijn Vansteelandt
A2
Journal Article
in
EPIDEMIOLOGIC METHODS
2020
How to obtain valid tests and confidence intervals after propensity score variable selection?
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
STATISTICAL METHODS IN MEDICAL RESEARCH
2020
Improving interim decisions in randomized trials by exploiting information on short-term endpoints and prognostic baseline covariates
Kelly Van Lancker
An Vandebosch
Stijn Vansteelandt
A1
Journal Article
in
PHARMACEUTICAL STATISTICS
2020
Instrumental variables estimation with competing risk data
Torben Martinussen
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2020
Longitudinal mediation analysis using natural effect models
Murthy N. Mittinty
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2020
Subtleties in the interpretation of hazard contrasts
Torben Martinussen
Stijn Vansteelandt
Per Kragh Andersen
A1
Journal Article
in
LIFETIME DATA ANALYSIS
2020
The conduct and reporting of mediation analysis in recently published randomized controlled trials : results from a methodological systematic review
Tat-Thang Vo
Cecilia Superchi
Isabelle Boutron
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF CLINICAL EPIDEMIOLOGY
2020
The hazards of period specific and weighted hazard ratios
Jonathan W. Bartlett
Tim P. Morris
Mats J. Stensrud
Rhian M. Daniel
Stijn Vansteelandt
Carl-Fredrik Burman
A1
Journal Article
in
STATISTICS IN BIOPHARMACEUTICAL RESEARCH
2020
The obesity paradox in critically ill patients : a causal learning approach to a casual finding
Alexander Decruyenaere
Johan Steen
Kirsten Colpaert
Dominique Benoit
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
CRITICAL CARE
2020
2019
A novel approach for identifying and addressing case‐mix heterogeneity in individual participant data meta‐analysis
Tẩt Thẳng Vo
Raphael Porcher
Anna Chaimani
Stijn Vansteelandt
A1
Journal Article
in
RESEARCH SYNTHESIS METHODS
2019
Adjusting the effect of integrating antiretroviral therapy and tuberculosis treatment on mortality for noncompliance : a time-varying instrumental variables analysis
Nonhlanhla Yende-Zuma
Henry Mwambi
Stijn Vansteelandt
A1
Journal Article
in
EPIDEMIOLOGY
2019
Disentangling indirect effects through multiple mediators whose causal structure is unknown
Wen Wei Loh
Beatrijs Moerkerke
Tom Loeys
Stijn Vansteelandt
Preprint
2019
Doubly robust conditional logistic regression
Johan Zetterqvist
Karel Vermeulen
Stijn Vansteelandt
Arvid Sjölander
A1
Journal Article
in
STATISTICS IN MEDICINE
2019
Estimation of conditional causal effects under model uncertainty
Oliver Dukes
Stijn Vansteelandt
Kirsten Colpaert
Johan Decruyenaere
Dissertation
2019
Evaluating futility of a binary clinical endpoint using early read‐outs
Kelly Van Lancker
An Vandebosch
Stijn Vansteelandt
Filip De Ridder
A1
Journal Article
in
STATISTICS IN MEDICINE
2019
Frequentist versus Bayesian approaches to multiple testing
Arvid Sjölander
Stijn Vansteelandt
A1
Journal Article
in
EUROPEAN JOURNAL OF EPIDEMIOLOGY
2019
Instrumental variables estimation under a structural Cox model
Torben Martinussen
Ditte Nørbo Sørensen
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2019
Mediation analysis
Johan Steen
Stijn Vansteelandt
Bookchapter
in
Handbook of graphical models
2019
Mediation analysis of time‐to‐event endpoints accounting for repeatedly measured mediators subject to time‐varying confounding
Stijn Vansteelandt
Martin Linder
Sjouke Vandenberghe
Johan Steen
Jesper Madsen
A1
Journal Article
in
STATISTICS IN MEDICINE
2019
Multistate models in critical care : two steps forward, one step back
Johan Steen
Stijn Vansteelandt
Dominique Benoit
Johan Decruyenaere
A1
Journal Article
in
CRITICAL CARE MEDICINE
2019
On doubly robust estimation of the hazard difference
Oliver Dukes
Torben Martinussen
Eric J Tchetgen Tchetgen
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2019
Report of the editors : 2018
M Brewer
D Ghosh
M Gorfine
Stijn Vansteelandt
G Molenberghs
Editorial material
2019
2018
A note on G-estimation of causal risk ratios
Oliver Dukes
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2018
Analysis of longitudinal studies with repeated outcome measures : adjusting for time-dependent confounding using conventional methods
Ruth H Keogh
Rhian M Daniel
Tyler J VanderWeele
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2018
Augmented and doubly robust G-estimation of causal effects under a Structural nested failure time model
Karl Mertens
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2018
Eliminating survivor bias in two-stage instrumental variable estimators
Stijn Vansteelandt
Stefan Walter
Eric Tchetgen Tchetgen
A1
Journal Article
in
EPIDEMIOLOGY
2018
Ethical decision-making climate in the ICU : theoretical framework and validation of a self-assessment tool
Bo Van den Bulcke
Ruth Piers
Hanne Irene Jensen
Johan Malmgren
Victoria Metaxa
Anna K Reyners
Michael Darmon
Katerina Rusinova
Daniel Talmor
Anne-Pascale Meert
et al.
A1
Journal Article
in
BMJ QUALITY & SAFETY
2018
Improving the robustness and efficiency of covariate-adjusted linear instrumental variable estimators
Stijn Vansteelandt
Vanessa Didelez
A1
Journal Article
in
SCANDINAVIAN JOURNAL OF STATISTICS
2018
Intensive care unit (ICU)-acquired bacteraemia and ICU mortality and discharge : addressing time-varying confounding using appropriate methodology
KB Pouwels
Stijn Vansteelandt
R Batra
JD Edgeworth
T Smieszek
JV Robotham
A1
Journal Article
in
JOURNAL OF HOSPITAL INFECTION
2018
Introduction to double robust methods for incomplete data
Shaun R Seaman
Stijn Vansteelandt
Editorial material
2018
Outcome in patients perceived as receiving excessive care across different ethical climates : a prospective study in 68 intensive care units in Europe and the USA
Dominique Benoit
H. I. Jensen
J. Malmgren
V. Metaxa
A. K. Reyners
M Darmon
K. Rusinova
D. Talmor
A. P. Meert
L. Cancelliere
et al.
A1
Journal Article
in
INTENSIVE CARE MEDICINE
2018
Perception of inappropriate cardiopulmonary resuscitation by clinicians working in emergency departments and ambulance services : the REAPPROPRIATE international, multi-centre, cross sectional survey
Patrick Druwé
Koenraad G. Monsieurs
Ruth Piers
James Gagg
Shinji Nakahara
Evan Avraham Alpert
Hans van Schuppen
Gábor Élő
Anatolij Truhlář
Sofie A. Huybrechts
et al.
A1
Journal Article
in
RESUSCITATION
2018
Report of the Editors-2017
Michael J Daniels
Debashis Ghosh
Malka Gorfine
Stijn Vansteelandt
Marie Davidian
Geert Molenberghs
Editorial material
2018
Small sample inference for probabilistic index models
Gustavo Amorim
Olivier Thas
Karel Vermeulen
Stijn Vansteelandt
Jan De Neve
A1
Journal Article
in
COMPUTATIONAL STATISTICS & DATA ANALYSIS
2018
Statistical models for causal mediation in within-subject designs : dealing with unmeasured confounders and interactions
Haeike Josephy
Tom Loeys
Stijn Vansteelandt
Dissertation
2018
Survivor bias in Mendelian randomization analysis
Stijn Vansteelandt
Oliver Dukes
Torben Martinussen
A1
Journal Article
in
BIOSTATISTICS
2018
2017
Asking too much of epidemiologic studies : the problem of collider bias and the obesity paradox
Stijn Vansteelandt
Editorial material
2017
Boosting the precision of mediation analyses of randomised experiments through covariate adjustment
Sjouke Vandenberghe
Stijn Vansteelandt
Tom Loeys
A1
Journal Article
in
STATISTICS IN MEDICINE
2017
Does appropriate empiric antibiotic therapy modify intensive care unit-acquired Enterobacteriaceae bacteraemia mortality and discharge?
KB Pouwels
E Van Kleef
Stijn Vansteelandt
R Batra
JD Edgeworth
T Smieszek
JV Robotham
A1
Journal Article
in
JOURNAL OF HOSPITAL INFECTION
2017
Doubly robust estimation of attributable fractions in survival analysis
Arvid Sjolander
Stijn Vansteelandt
A1
Journal Article
in
STATISTICAL METHODS IN MEDICAL RESEARCH
2017
Flexible mediation analysis with multiple mediators
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2017
Instrumental variables estimation of exposure effects on a time-to-event endpoint using structural cumulative survival models
Torben Martinussen
Stijn Vansteelandt
Eric J Tchetgen Tchetgen
David M Zucker
A1
Journal Article
in
BIOMETRICS
2017
Interventional effects for mediation analysis with multiple mediators
Stijn Vansteelandt
Rhian M Daniel
A1
Journal Article
in
EPIDEMIOLOGY
2017
Mediation analysis of randomised experiments
Sjouke Vandenberghe
Stijn Vansteelandt
Luc Duchateau
Dissertation
2017
Surrogate marker analysis in cancer clinical trials through time-to-event mediation techniques
Sjouke Vandenberghe
Luc Duchateau
Leen Slaets
Jan Bogaerts
Stijn Vansteelandt
A1
Journal Article
in
STATISTICAL METHODS IN MEDICAL RESEARCH
2017
The potential and perils of observational studies
M Buyse
Stijn Vansteelandt
A1
Journal Article
in
ANNALS OF ONCOLOGY
2017
medflex : an R package for flexible mediation analysis using natural effect models
Johan Steen
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF STATISTICAL SOFTWARE
2017
2016
Assessing moderated mediation in linear models requires fewer confounding assumptions than assessing mediation
Tom Loeys
Wouter Talloen
Liesbet Goubert
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY
2016
Commentary: The formal approach to quantitative causal inference in epidemiology : misguided or misrepresented?
Rhian M Daniel
Bianca L De Stavola
Stijn Vansteelandt
Editorial material
2016
Data-adaptive bias-reduced doubly robust estimation
Karel Vermeulen
Stijn Vansteelandt
A1
Journal Article
in
INTERNATIONAL JOURNAL OF BIOSTATISTICS
2016
Doubly robust methods for handling confounding by cluster
Johan Zetterqvist
Stijn Vansteelandt
Yudi Pawitan
Arvid Sjölander
A1
Journal Article
in
BIOSTATISTICS
2016
Estimation of indirect effects in the presence of unmeasured confounding for the mediator-outcome relationship in a multilevel 2-1-1 mediation model
Wouter Talloen
Beatrijs Moerkerke
Tom Loeys
Jessie De Naeghel
Hilde Van Keer
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS
2016
Factors associated with low back pain before pubertal peak growth
Mieke Dolphens
Stijn Vansteelandt
Barbara Cagnie
Adriaan Vleeming
Guy Vanderstraeten
Lieven Danneels
C3
Conference
2016
Flexible causal mediation analysis using natural effect models
Johan Steen
Stijn Vansteelandt
Tom Loeys
Beatrijs Moerkerke
Dissertation
2016
Marginal structural and structural nested models for causal inference in hospital epidemiology
Karl Mertens
Stijn Vansteelandt
Els Goetghebeur
Dissertation
2016
Multivariable modeling of factors associated with spinal pain in young adolescence
Mieke Dolphens
Stijn Vansteelandt
Barbara Cagnie
Adriaan Vleeming
Jo Nijs
Guy Vanderstraeten
Lieven Danneels
A1
Journal Article
in
EUROPEAN SPINE JOURNAL
2016
On the practice of ignoring center-patient interactions in evaluating hospital performance
Machteld Varewyck
Stijn Vansteelandt
Marie Eriksson
Els Goetghebeur
A1
Journal Article
in
STATISTICS IN MEDICINE
2016
Rejoinder : remaining challenges in investigating grade-retention effectiveness
Machteld Vandecandelaere
Stijn Vansteelandt
Editorial material
2016
The effect of adherence to statin therapy on cardiovascular mortality : quantification of unmeasured bias using falsification end-points
Maarten J Bijlsma
Stijn Vansteelandt
Fanny Janssen
Eelko Hak
A1
Journal Article
in
BMC PUBLIC HEALTH
2016
The effects of early grade retention: effect modification by prior achievement and age
Machteld Vandecandelaere
Stijn Vansteelandt
Bieke De Fraine
Jan Van Damme
A1
Journal Article
in
JOURNAL OF SCHOOL PSYCHOLOGY
2016
Time-varying treatments in observational studies : marginal structural models of the effects of early grade retention on math achievement
Machteld Vandecandelaere
Stijn Vansteelandt
Bieke De Fraine
Jan Van Damme
A1
Journal Article
in
MULTIVARIATE BEHAVIORAL RESEARCH
2016
2015
A cautionary note on the power of the test for the indirect effect in mediation analysis
Tom Loeys
Beatrijs Moerkerke
Stijn Vansteelandt
A1
Journal Article
in
FRONTIERS IN PSYCHOLOGY
2015
Association between statin use and cardiovascular mortality at the population level: an ecologic study
Maarten J Bijlsma
Fanny Janssen
Jens Bos
Pieter W Kamphuisen
Stijn Vansteelandt
Eelko Hak
A1
Journal Article
in
EPIDEMIOLOGY
2015
Bias-reduced doubly robust estimation
Karel Vermeulen
Stijn Vansteelandt
Dissertation
2015
Bias-reduced doubly robust estimation
Karel Vermeulen
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2015
Birth cohort appeared to confound effect estimates of guideline changes on statin utilization
Maarten J Bijlsma
Fanny Janssen
René Lub
Jens HJ Bos
Folgerdiena M De Vries
Stijn Vansteelandt
Eelko Hak
A1
Journal Article
in
JOURNAL OF CLINICAL EPIDEMIOLOGY
2015
Causal mediation analysis with multiple mediators
RM Daniel
BL De Stavola
SN Cousens
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2015
Cellular heterogeneity in the level of mtDNA heteroplasmy in mouse embryonic stem cells
Jitesh Neupane
Sabitri Ghimire
Mado Vandewoestyne
Yuechao Lu
Jan Gerris
Rudy Van Coster
Tom Deroo
Dieter Deforce
Stijn Vansteelandt
Petra De Sutter
et al.
A1
Journal Article
in
CELL REPORTS
2015
Factors associated with low back and neck pain in young adolescence : a multivariable modeling study
Mieke Dolphens
Stijn Vansteelandt
Barbara Cagnie
Jo Nijs
Lieven Danneels
C3
Conference
2015
Gonadotropin therapy versus laparoscopic ovarian drilling in clomiphene citrate-resistant polycystic ovary syndrome patients: a retrospective cost-effectiveness analysis
Veerle De Frène
Jan Gerris
Steven Weyers
Marc Dhont
Stijn Vansteelandt
Lieven Annemans
Petra De Sutter
A1
Journal Article
in
GYNECOLOGIC AND OBSTETRIC INVESTIGATION
2015
Increasing the power of the Mann-Whitney test in randomized experiments through flexible covariate adjustment
Karel Vermeulen
Olivier Thas
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2015
Instrumental variable estimation in a survival context
Eric J Tchetgen Tchetgen
Stefan Walter
Stijn Vansteelandt
Torben Martinussen
Maria Glymour
A1
Journal Article
in
EPIDEMIOLOGY
2015
On quantifying quality of care
Machteld Varewyck
Els Goetghebeur
Stijn Vansteelandt
Dissertation
2015
Structural equation modeling versus marginal structural modeling for assessing mediation in the presence of posttreatment confounding
Beatrijs Moerkerke
Tom Loeys
Stijn Vansteelandt
A1
Journal Article
in
PSYCHOLOGICAL METHODS
2015
Within-subject mediation analysis in AB/BA crossover designs
Haeike Josephy
Stijn Vansteelandt
Marie-Anne Vanderhasselt
Tom Loeys
A1
Journal Article
in
INTERNATIONAL JOURNAL OF BIOSTATISTICS
2015
2014
A retrospective study of the pregnancy, delivery and neonatal outcome in overweight versus normal weight women with polycystic ovary syndrome
Veerle De Frène
Stijn Vansteelandt
Guy T'Sjoen
Jan Gerris
Sara Somers
L Vercruysse
Petra De Sutter
A1
Journal Article
in
HUMAN REPRODUCTION
2014
A semi-parametric perspective
Stijn Vansteelandt
Bookchapter
in
Handbook of missing data methodology
2014
Adding serum estradiol measurements to ultrasound monitoring does not change the yield of mature oocytes in IVF/ICSI
Frank Vandekerckhove
Jan Gerris
Stijn Vansteelandt
Petra De Sutter
A1
Journal Article
in
GYNECOLOGICAL ENDOCRINOLOGY
2014
Adsorption of cyclic depsipeptide mycotoxins to glass
Lien Taevernier
Stijn Vansteelandt
Bart De Spiegeleer
C1
Conference
2014
Delaying the oocyte maturation trigger by one day leads to a higher metaphase II oocyte yield in IVF/ICSI : a randomised controlled trial
Frank Vandekerckhove
Jan Gerris
Stijn Vansteelandt
An De Baerdemaeker
Kelly Tilleman
Petra De Sutter
A1
Journal Article
in
REPRODUCTIVE BIOLOGY AND ENDOCRINOLOGY
2014
Double-robust methods
Andrea Rotnitzky
Stijn Vansteelandt
Bookchapter
in
Handbook of missing data methodology
2014
Effect decomposition in the presence of an exposure-induced mediator-outcome confounder
Tyler J VanderWeele
Stijn Vansteelandt
James M Robins
A1
Journal Article
in
EPIDEMIOLOGY
2014
Estimation of controlled direct effects in the presence of exposure-induced confounding and latent variables
Tom Loeys
Beatrijs Moerkerke
An Raes
Yves Rosseel
Stijn Vansteelandt
A1
Journal Article
in
STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL
2014
Improving upon the efficiency of complete case analysis when covariates are MNAR
Jonathan W Bartlett
James R Carpenter
Kate Tilling
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2014
Invited commentary: Some advantages of the relative excess risk due to interaction (RERI): towards better estimators of additive interaction
Tyler J VanderWeele
Stijn Vansteelandt
Editorial material
2014
Mediation analysis in AB/BA crossover studies
Haeike Josephy
Tom Loeys
Stijn Vansteelandt
C3
Conference
2014
Multivariable modeling of factors associated with spinal pain in young adolescence
Mieke Dolphens
Stijn Vansteelandt
Barbara Cagnie
Lieven Danneels
C3
Conference
2014
On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments
Stijn Vansteelandt
T Martinussen
EJT Tchetgen
A1
Journal Article
in
BIOMETRIKA
2014
On regression adjustment for the propensity score
Stijn Vansteelandt
RM Daniel
A1
Journal Article
in
STATISTICS IN MEDICINE
2014
On shrinkage and model extrapolation in the evaluation of clinical center performance
Machteld Varewyck
Els Goetghebeur
Marie Eriksson
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2014
Preventable proportion of severe infections acquired in intensive care units: case-mix adjusted estimations from patient-based surveillance data
Marie-Laurence Lambert
Geert Silversmit
Anne Savey
Mercedes Palomar
Michael Hiesmayr
Antonella Agodi
Bart Van Rompaye
Karl Mertens
Stijn Vansteelandt
A1
Journal Article
in
INFECTION CONTROL AND HOSPITAL EPIDEMIOLOGY
2014
Structural nested models and G-estimation : the partially realized promise
Stijn Vansteelandt
Marshall Joffe
A1
Journal Article
in
STATISTICAL SCIENCE
2014
UHPLC-MS/MS method for the determination of the cyclic depsipeptide mycotoxins beauvericin and enniatins in in vitro transdermal experiments
Lien Taevernier
Lieselotte Veryser
Kirsten Vandercruyssen
Matthias D'Hondt
Stijn Vansteelandt
Sarah De Saeger
Bart De Spiegeleer
A1
Journal Article
in
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
2014
2013
A new approach for within-subject mediation analysis in AB/BA crossover designs
Haeike Josephy
Tom Loeys
Stijn Vansteelandt
C3
Conference
2013
Flexible mediation analysis in the presence of nonlinear relations: beyond the mediation formula
Tom Loeys
Beatrijs Moerkerke
Olivia De Smet
Ann Buysse
Johan Steen
Stijn Vansteelandt
A1
Journal Article
in
MULTIVARIATE BEHAVIORAL RESEARCH
2013
Follicle measurements using sonography-based automated volume count accurately predict the yield of mature oocytes in in vitro fertilization/intracytoplasmic sperm injection cycles
Frank Vandekerckhove
Stijn Vansteelandt
Jan Gerris
Petra De Sutter
A1
Journal Article
in
GYNECOLOGIC AND OBSTETRIC INVESTIGATION
2013
Make the most of your samples : Bayes factor estimators for high-dimensional models of sequence evolution
Guy Baele
Philippe Lemey
Stijn Vansteelandt
A1
Journal Article
in
BMC BIOINFORMATICS
2013
Mediation analysis with multiple mediators
Tyler VanderWeele
Stijn Vansteelandt
A2
Journal Article
in
EPIDEMIOLOGIC METHODS
2013
On collapsibility and confounding bias in Cox and Aalen regression models
Torben Martinussen
Stijn Vansteelandt
A1
Journal Article
in
LIFETIME DATA ANALYSIS
2013
Testing for direct genetic effects using a screening step in family-based association studies
Sharon M Lutz
Stijn Vansteelandt
Christoph Lange
A2
Journal Article
in
FRONTIERS IN GENETICS
2013
2012
A simple unified approach for estimating natural direct and indirect effects
Theis Lange
Stijn Vansteelandt
Maarten Bekaert
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2012
Causation and causal inference for genetic effects
Stijn Vansteelandt
Christoph Lange
A1
Journal Article
in
HUMAN GENETICS
2012
Direct genetic effects and their estimation from matched case-control data
Carlo Berzuini
Stijn Vansteelandt
Luisa Foco
Roberta Pastorino
Luisa Bernardinelli
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2012
Discussions
Stijn Vansteelandt
Editorial material
2012
Estimation of direct and indirect effects
Stijn Vansteelandt
Bookchapter
in
Causality : statistical perspectives and applications
2012
From parametric towards nonparametric mixed modeling of correlated data
Fanghong Zhang
Stijn Vansteelandt
Olivier Thas
Marnik Vuylsteke
Dissertation
2012
Gene-environment interaction testing in family-based association studies with phenotypically ascertained samples: a causal inference approach
David W Fardo
Jinze Liu
Dawn L Demeo
Edwin K Silverman
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2012
Imputation strategies for the estimation of natural direct and indirect effects
Stijn Vansteelandt
Maarten Bekaert
Theis Lange
A2
Journal Article
in
EPIDEMIOLOGIC METHODS
2012
Natural direct and indirect effects on the exposed : effect decomposition under weaker assumptions
Stijn Vansteelandt
Tyler J VanderWeele
A1
Journal Article
in
BIOMETRICS
2012
On model selection and model misspecification in causal inference
Stijn Vansteelandt
Maarten Bekaert
Gerda Claeskens
A1
Journal Article
in
STATISTICAL METHODS IN MEDICAL RESEARCH
2012
Parental socioeconomic status and soft drink consumption of the child: the mediating proportion of parenting practices
Valerie De Coen
Stijn Vansteelandt
Lea Maes
Inge Huybrechts
Ilse De Bourdeaudhuij
Carine Vereecken
A1
Journal Article
in
APPETITE
2012
Semiparametric tests for sufficient cause interaction
Stijn Vansteelandt
Tyler J VanderWeele
James M Robins
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2012
Understanding counterfactual-based mediation analysis approaches and their differences
Stijn Vansteelandt
Editorial material
2012
2011
A weighting approach to causal effects and additive interaction in case-control studies: marginal structural linear odds models
Tyler J VanderWeele
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2011
Age-disparity, sexual connectedness and HIV infection in disadvantaged communities around Cape Town, South Africa: a study protocol
Wim Delva
Roxanne Beauclair
Alex Welte
Stijn Vansteelandt
Niel Hens
Marc Aerts
Elizabeth du Toit
Nulda Beyers
Marleen Temmerman
A1
Journal Article
in
BMC PUBLIC HEALTH
2011
Attributable mortality of ventilator associated pneumonia: a reappraisal using causal analysis
Maarten Bekaert
Jean-Francois Timsit
Stijn Vansteelandt
Pieter Depuydt
Aurélien Vésin
Maité Garrouste-Orgeas
Johan Decruyenaere
Christoph Clec'h
Elie Azoulay
Dominique Benoit
A1
Journal Article
in
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE
2011
Combining disease models to test for gene-environment interaction in nuclear families
Thomas J Hoffmann
Stijn Vansteelandt
Christoph Lange
Edwin K Silverman
Dawn L DeMeo
Nan M Laird
A1
Journal Article
in
BIOMETRICS
2011
Context-dependent codon partition models provide significant increases in model fit in atpB and rbcL protein-coding genes
Guy Baele
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
BMC EVOLUTIONARY BIOLOGY
2011
Do patients die from or with infection? : finding the answer through causal analysis of longitudinal intensive care unit data
Maarten Bekaert
Stijn Vansteelandt
Dominique Benoit
Dissertation
2011
Doubly robust estimation of attributable fractions
Arvid Sjolander
Stijn Vansteelandt
A1
Journal Article
in
BIOSTATISTICS
2011
Estimation of HIV treatment-efficacy by combining structural nested mean models with pharmacokinetic models of antiretroviral drug exposure
Laetitia Comté
Stijn Vansteelandt
Richard A Rode
Bernard Vrijens
A1
Journal Article
in
STATISTICS AND ITS INTERFACE
2011
Estimation of direct effects for survival data by using the Aalen additive hazards model
Torben Martinussen
Stijn Vansteelandt
Mette Gerster
Jacob von Bornemann Hjelmborg
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2011
Invited commentary: G-Computation-lost in translation?
Stijn Vansteelandt
Niels Keiding
Editorial material
2011
Ion mobility spectrometry as a high-throughput technique for in vitro transdermal Franz diffusion cell experiments of ibuprofen
Bram Baert
Stijn Vansteelandt
Bart De Spiegeleer
A1
Journal Article
in
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS
2011
Mendelian randomization analysis of case-control data using structural mean models
Jack Bowden
Stijn Vansteelandt
A1
Journal Article
in
STATISTICS IN MEDICINE
2011
On instrumental variables estimation of causal odds ratios
Stijn Vansteelandt
Jack Bowden
Manoochehr Babanezhad
Els Goetghebeur
A1
Journal Article
in
STATISTICAL SCIENCE
2011
Quality assurance of rectal cancer diagnosis and treatment - phase 3 : statistical methods to benchmark centres on a set of quality indicators
Els Goetghebeur
Ronan Van Rossem
Katrien Baert
Kürt Vanhoutte
Tom Boterberg
Pieter Demetter
Mark De Ridder
David Harrington
Marc Peeters
Guy Storme
et al.
Report
2011
Serial measurements of mesothelioma serum biomarkers in asbestos-exposed individuals: a prospective longitudinal cohort study
Kevin Hollevoet
Joris Van Cleemput
Joel Thimpont
Paul De Vuyst
Lionel Bosquee
Kristiaan Nackaerts
Paul Germonpre
Stijn Vansteelandt
Yoshiro Kishi
Joris Delanghe
et al.
A1
Journal Article
in
JOURNAL OF THORACIC ONCOLOGY
2011
2010
A doubly robust test for gene-environment interaction in family-based studies of affected offspring
Beatrijs Moerkerke
Stijn Vansteelandt
Christoph Lange
A1
Journal Article
in
BIOSTATISTICS
2010
A note on statistical association and causality derived from epidemiological ICU data: reply
Maarten Bekaert
Dominique Benoit
Johan Decruyenaere
Stijn Vansteelandt
A1
Journal Article
in
INTENSIVE CARE MEDICINE
2010
A principal stratification approach to assess the differences in prognosis between cancers caused by hormone replacement therapy and by other factors
Arvid Sjolander
Stijn Vansteelandt
Keith Humphreys
A1
Journal Article
in
INTERNATIONAL JOURNAL OF BIOSTATISTICS
2010
A randomized, double-blind, placebo-controlled, cross-over pilot study on the use of a standardized hop extract to alleviate menopausal discomforts
R Erkkola
S Vervarcke
Stijn Vansteelandt
P Rompotti
Denis De Keukeleire
Arne Heyerick
A1
Journal Article
in
PHYTOMEDICINE
2010
Adjusting for time-varying confounding in the subdistribution analysis of a competing risk
Maarten Bekaert
Stijn Vansteelandt
Karl Mertens
A1
Journal Article
in
LIFETIME DATA ANALYSIS
2010
Analysis of incomplete data using inverse probability weighting and doubly robust estimators
Stijn Vansteelandt
James Carpenter
Michael G Kenward
A1
Journal Article
in
METHODOLOGY-EUROPEAN JOURNAL OF RESEARCH METHODS FOR THE BEHAVIORAL AND SOCIAL SCIENCES
2010
Comparison of causal effect estimators under exposure misclassification
Manoochehr Babanezhad
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
JOURNAL OF STATISTICAL PLANNING AND INFERENCE
2010
Estimation of controlled direct effects on a dichotomous outcome using logistic structural direct effect models
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRIKA
2010
Marginal structural models for sufficient cause interactions
Tyler J Vander Weele
Stijn Vansteelandt
James M Robins
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2010
Modelling the ancestral sequence distribution and model frequencies in context-dependent models for primate non-coding sequences
Guy Baele
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
BMC EVOLUTIONARY BIOLOGY
2010
Odds ratios for mediation analysis for a dichotomous outcome
Tyler J VanderWeele
Stijn Vansteelandt
A1
Journal Article
in
AMERICAN JOURNAL OF EPIDEMIOLOGY
2010
Parsing the effects of individual SNPs in candidate genes with family data
Thomas J Hoffmann
Christoph Lange
Stijn Vansteelandt
Benjamin A Raby
Dawn L DeMeo
Edwin K Silverman
Scott T Weiss
Nan M Laird
A1
Journal Article
in
HUMAN HEREDITY
2010
Predictability of cerebral palsy in a high-risk NICU population
Eveline Himpens
Ann Oostra
Inge Franki
Stijn Vansteelandt
Piet Vanhaesebrouck
Christine Van den Broeck
C3
Conference
2010
Predictability of cerebral palsy in a high-risk NICU population
Eveline Himpens
Ann Oostra
Inge Franki
Stijn Vansteelandt
Piet Vanhaesebrouck
Christine Van den Broeck
A1
Journal Article
in
EARLY HUMAN DEVELOPMENT
2010
Predictability of cerebral palsy in a high-risk neonatal intensive care unit population
Eveline Himpens
Ann Oostra
Inge Franki
Stijn Vansteelandt
Piet Vanhaesebrouck
Christine Van den Broeck
C3
Conference
2010
Pregnancy outcomes of naturally conceived singletons and singletons after elective single embryo transfer (eSET) are comparable
Ilse Delbaere
Jan Gerris
Diane De Neubourg
Stijn Vansteelandt
Guy Martens
Paul Verdonk
Petra De Sutter
Marleen Temmerman
C3
Conference
2010
Sexual behaviour and the spread of HIV: statistical and epidemiological modelling applications
Wim Delva
Marleen Temmerman
Stijn Vansteelandt
Dissertation
2010
Using non-reversible context-dependent evolutionary models to study substitution patterns in primate non-coding sequences
Guy Baele
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF MOLECULAR EVOLUTION
2010
VanderWeele and Vansteelandt respond to 'decomposing with a lot of supposing' and 'mediation'
Tyler J VanderWeele
Stijn Vansteelandt
Editorial material
2010
2009
CORRECTING INSTRUMENTAL VARIABLES ESTIMATORS FOR SYSTEMATIC MEASUREMENT ERROR
Stijn Vansteelandt
Manoochehr Babanezhad
Els Goetghebeur
A1
Journal Article
in
STATISTICA SINICA
2009
Conceptual issues concerning mediation, interventions and composition
Tyler VanderWeele
Stijn Vansteelandt
A2
Journal Article
in
Statistics and Its Interface
2009
Discussion on "Identifiability and Estimation of Causal Effects in Randomized Trials with Noncompliance and Completely Nonignorable Missing Data"
Stijn Vansteelandt
Editorial material
2009
EVOLUTION IN COAGULATION PARAMETERS OVER THE FIRST 3 DAYS OF ICU ADMISSION IN SEPTIC SHOCK PATIENTS: IMPACT ON 30 DAY MORTALITY
Maarten Bekaert
JOKE NOLLET
Pieter Depuydt
Johan Decruyenaere
Jan De Waele
CHRISTIAN DANNEELS
Stijn Vansteelandt
Dominique Benoit
C3
Conference
2009
EXCESS RISK OF DEATH FROM VENTILATOR ASSOCIATED PNEUMONIA: A REAPPRAISAL USING LONGITUDINAL CAUSAL ANALYSIS
Maarten Bekaert
JF Timsit
Johan Decruyenaere
M Garrouste-Orgeas
E Azoulay
D Goldgran-Toledano
Stijn Vansteelandt
Dominique Benoit
C3
Conference
2009
Efficient context-dependent model building based on clustering posterior distributions for non-coding sequences
Guy Baele
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
BMC Evolutionary Biology
2009
Estimating direct effects in cohort and case-control studies
Stijn Vansteelandt
A1
Journal Article
in
EPIDEMIOLOGY
2009
Gene-Environment Interaction Tests for Dichotomous Traits in Trios and Sibships
TJ Hoffmann
C Lange
Stijn Vansteelandt
NM Laird
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2009
Linear and loglinear structural mean models to evaluate the benefits of an on-demand dosing regimen
Laetitia Comte
Stijn Vansteelandt
Eric Tousset
Bernard Vrijens
A1
Journal Article
in
Clinical Trials
2009
Marginal structural models for partial exposure regimes
Stijn Vansteelandt
Karl Mertens
Carl Suetens
Els Goetghebeur
A1
Journal Article
in
BIOSTATISTICS
2009
Measurement error and causal inference with instrumental variables
Manoochehr Babanezhad
Els Goetghebeur
Stijn Vansteelandt
Dissertation
2009
On the Adjustment for Covariates in Genetic Association Analysis: A Novel, Simple Principle to Infer Direct Causal Effects
Stijn Vansteelandt
Sylvie Goetgeluk
S Lutz
I Waldman
H Lyon
EE Schadt
ST Weiss
C Lange
A1
Journal Article
in
GENETIC EPIDEMIOLOGY
2009
Psychological well-being and socio-economic hardship among AIDS orphans and other vulnerable children in Guinea
Wim Delva
AN VERCOUTERE
Catherine Loua
Jonas Lamah
Stijn Vansteelandt
Petra De Koker
Patricia Claeys
Marleen Temmerman
Lieven Annemans
A1
Journal Article
in
AIDS CARE-PSYCHOLOGICAL AND SOCIO-MEDICAL ASPECTS OF AIDS/HIV
2009
Sensitivity Analysis for Principal Stratum Direct Effects, with an Application to a Study of Physical Activity and Coronary Heart Disease
A Sjolander
K Humphreys
Stijn Vansteelandt
R Bellocco
J Palmgren
A1
Journal Article
in
BIOMETRICS
2009
The efficacy of the embryo transfer catheter in IVF and ICSI is operator-dependent: a randomized clinical trial
Zhan Yao
Stijn Vansteelandt
Josiane Van der Elst
Tom Coetsier
Marc Dhont
Petra De Sutter
A1
Journal Article
in
HUMAN REPRODUCTION
2009
2008
A model-based approach to study nearest-neighbor influences reveals complex substitution patterns in non-coding sequences
Guy Baele
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
SYSTEMATIC BIOLOGY
2008
Conditional generalized estimating equations for the analysis of clustered and longitudinal data
Sylvie Goetgeluk
Stijn Vansteelandt
A1
Journal Article
in
BIOMETRICS
2008
Estimation of controlled direct effects
Sylvie Goetgeluk
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2008
From clustered data to causal inference : new methodology motivated by the analysis of subfertility treatments
Sylvie Goetgeluk
Stijn Vansteelandt
Els Goetghebeur
Dissertation
2008
HIV Testing and Sexually Transmitted Infection Care among Sexually Active Youth in the Balkans
Wim Delva
Françoise Wuillaume
Stijn Vansteelandt
Patricia Claeys
Hans Verstraelen
Davy Vanden Broeck
Marleen Temmerman
A1
Journal Article
in
AIDS PATIENT CARE AND STDS
2008
Human chorionic gonadotropin levels in early IVF/ICSI pregnancies are higher in singletons after single embryo transfer compared with singletons after double embryo transfer
Ilse Delbaere
Stijn Vansteelandt
Jan Gerris
Petra De Sutter
Dirk De Bacquer
Marleen Temmerman
A1
Journal Article
in
HUMAN REPRODUCTION
2008
Lesson of the month: Natural history and clearance of HPV after treatment of precancerous cervical lesions
Annelies Aerssens
Patricia Claeys
A Garcia
Yolande Sturtewagen
R Velasquez
Davy Vanden Broeck
Stijn Vansteelandt
Marleen Temmerman
CA Cuvelier
A1
Journal Article
in
HISTOPATHOLOGY
2008
Multiply Robust Inference for Statistical Interactions
Stijn Vansteelandt
Tyler Vanderweele
Eric Tchetgen
James Robins
A1
Journal Article
in
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
2008
Support Vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies
Thierry Verplancke
Stijn Van Looy
Dominique Benoit
Stijn Vansteelandt
Pieter Depuydt
Filip De Turck
Johan Decruyenaere
A1
Journal Article
in
BMC MEDICAL INFORMATICS AND DECISION MAKING
2008
Testing and estimating gene-environment interactions in family-based association studies
Stijn Vansteelandt
Dawn DeMeo
Jessica Lasky-Su
Jordan Smoller
Amy Murphy
Matt McQueen
Kady Schneiter
Juan Celedon
Scott Weiss
Edwin Silverman
et al.
A1
Journal Article
in
BIOMETRICS
2008
The decline of serum testosterone levels in community-dwelling men over 70 years of age: descriptive data and predictors of longitudinal changes.
Bruno Lapauw
Stefan Goemaere
Hans-Georg Zmierczak
I VAN POTTELBERGH
Ahmed Mahmoud
Youri Taes
Dirk De Bacquer
Stijn Vansteelandt
Jean Kaufman
A1
Journal Article
in
EUROPEAN JOURNAL OF ENDOCRINOLOGY
2008
2007
An evaluation of 2D-image analysis techniques for measuring soil microporosity
Vera de Melo Marcelino
Veerle Cnudde
Stijn Vansteelandt
F Carò
A1
Journal Article
in
EUROPEAN JOURNAL OF SOIL SCIENCE
2007
Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse
Stijn Vansteelandt
A ROTNITZKY
J ROBINS
A1
Journal Article
in
BIOMETRIKA
2007
On confounding, prediction and efficiency in the analysis of longitudinal and cross-sectional clustered data
Stijn Vansteelandt
A1
Journal Article
in
SCANDINAVIAN JOURNAL OF STATISTICS
2007
Principal stratification designs to estimate input data missing due to death - Discussion
J ROBINS
A ROTNITZKY
Stijn Vansteelandt
Editorial material
2007
Sexual behaviour and contraceptive use among youth in the Balkans
Wim Delva
F WUILLAUME
Stijn Vansteelandt
Patricia Claeys
Hans Verstraelen
Marleen Temmerman
A1
Journal Article
in
EUROPEAN JOURNAL OF CONTRACEPTION AND REPRODUCTIVE HEALTH CARE
2007
Should we adjust for gestational age when analysing birth weights? The use of z-scores revisited
Ilse Delbaere
Stijn Vansteelandt
Dirk De Bacquer
Hans Verstraelen
Jan Gerris
Petra De Sutter
Marleen Temmerman
A1
Journal Article
in
HUMAN REPRODUCTION
2007
2006
A comparison of multiple imputation and doubly robust estimation for analyses with missing data
JR CARPENTER
MG KENWARD
Stijn Vansteelandt
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
2006
An improved statistical method for detecting heterotachy in nucleotide sequences
Guy Baele
Jeroen Raes
Yves Van de Peer
Stijn Vansteelandt
A1
Journal Article
in
MOLECULAR BIOLOGY AND EVOLUTION
2006
Ignorance and uncertainty regions as inferential tools in a sensitivity analysis
Stijn Vansteelandt
Els Goetghebeur
MG KENWARD
G MOLENBERGHS
A1
Journal Article
in
STATISTICA SINICA
2006
2005
Least squares estimation
Stijn Vansteelandt
Els Goetghebeur
Bookchapter
in
Encyclopaedic Companion to Medical Statistics
2005
Maximum likelihood estimation
Stijn Vansteelandt
Els Goetghebeur
Bookchapter
in
Encyclopaedic Companion to Medical Statistics
2005
Missing data
Els Goetghebeur
Stijn Vansteelandt
Bookchapter
in
Encyclopaedic Companion to Medical Statistics
2005
On the viral safety of plasma pools and plasma derivatives
Stijn Vansteelandt
Els Goetghebeur
I THOMAS
E MATHYS
F VAN LOOCK
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY
2005
Preterm birth in twins after subfertility treatment: population based cohort study
Hans Verstraelen
Sylvie Goetgeluk
C DEROM
Stijn Vansteelandt
Robert Derom
Els Goetghebeur
NA TEMMERMAN
A1
Journal Article
in
BRITISH MEDICAL JOURNAL
2005
Sense and sensitivity when correcting for observed exposures in randomized clinical trials
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
STATISTICS IN MEDICINE
2005
Structural mean models for compliance analysis in randomized clinical trials and the impact of errors on measures of exposure
Els Goetghebeur
Stijn Vansteelandt
A1
Journal Article
in
STATISTICAL METHODS IN MEDICAL RESEARCH
2005
2004
Bacterial vaginosis: not a risk factor for preterm birth?
Hans Verstraelen
Stijn Vansteelandt
Marleen Temmerman
A1
Journal Article
in
BRITISH JOURNAL OF GENERAL PRACTICE
2004
Both low and high activities of platelet monoamine oxidase increase the probability of becoming a smoker
J HARRO
K FISCHER
Stijn Vansteelandt
M HARRO
A1
Journal Article
in
EUROPEAN NEUROPSYCHOPHARMACOLOGY
2004
Statistical methods for drawing causal effects from twin studies
Sylvie Goetgeluk
Stijn Vansteelandt
Hans Verstraelen
C DEROM
Robert Derom
Marc Dhont
Marleen Temmerman
C1
Conference
2004
Using potential outcomes as predictors of treatment activity via strong structural mean models
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
STATISTICA SINICA
2004
2003
Causal inference with generalized structural mean models
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
2003
Discussion of `Causation and Graphical Models?
Stijn Vansteelandt
C1
Conference
2003
Distribution of human papillomavirus in a family planning population in Nairobi, Kenya
H DE VUYST
S STEYAERT
L VAN RENTERGHEM
Patricia Claeys
L MUCHIRI
S SITATI
Stijn Vansteelandt
W QUINT
B KLETER
E VAN MARCK
et al.
A1
Journal Article
in
SEXUALLY TRANSMITTED DISEASES
2003
2002
Discussion of Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms' by Frangacis, Rubin and Zhou.
Els Goetghebeur
Stijn Vansteelandt
Editorial material
2002
Placental inflammation and perinatal transmission of HIV-1
Fabian Mwanyumba
Philippe Gaillard
Ingrid Inion
Chris Verhofstede
Patricia Claeys
Varsha Chohan
Stijn Vansteelandt
Kishorchandra Mandaliya
Marleen Praet
Marleen Temmerman
A1
Journal Article
in
JOURNAL OF ACQUIRED IMMUNE DEFICIENCY SYNDROMES
2002
2001
Accounting for correlation and compliance in cluster randomized trials.
Tom Loeys
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
STATISTICS IN MEDICINE
2001
Analyzing the sensitivity of generalized linear models to incomplete outcomes via the IDE algorithm
Stijn Vansteelandt
Els Goetghebeur
A1
Journal Article
in
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS
2001
2000
Regression models for disease prevalence with diagnostic tests on pools of serum samples.
Stijn Vansteelandt
Els Goetghebeur
T VERSTRAETEN
A1
Journal Article
in
BIOMETRICS
2000
Sensitivity Analysis for Incomplete Data: Ignoring Bounds or Bounding Ignorance?
Stijn Vansteelandt
Els Goetghebeur
C1
Conference
2000
1999
Adjusting for confouding when estimating a time trend in HIV prevalence based on pooled serum samples
Stijn Vansteelandt
Els Goetghebeur
T Verstraeten
A2
Journal Article
in
ARCHIVES OF PUBLIC HEALTH
1999