List of works by Stijn Vansteelandt

A Note on G-Estimation of Causal Risk Ratios.

scientific article published on 12 March 2018

A Principal Stratification Approach to Assess the Differences in Prognosis between Cancers Caused by Hormone Replacement Therapy and by Other Factors

scientific article published on 01 January 2010

A cautionary note on the power of the test for the indirect effect in mediation analysis.

scientific article published on January 2014

A comparison of multiple imputation and doubly robust estimation for analyses with missing data

article by James R. Carpenter et al published July 2006 in Journal of the Royal Statistical Society

A doubly robust test for gene-environment interaction in family-based studies of affected offspring

scientific article

A model-based approach to study nearest-neighbor influences reveals complex substitution patterns in non-coding sequences.

scientific article published in October 2008

A novel approach for identifying and addressing case-mix heterogeneity in individual participant data meta-analysis

scientific article published on 02 December 2019

A retrospective study of the pregnancy, delivery and neonatal outcome in overweight versus normal weight women with polycystic ovary syndrome

scientific article published on 24 June 2014

A simple unified approach for estimating natural direct and indirect effects

scientific article

A weighting approach to causal effects and additive interaction in case-control studies: marginal structural linear odds models

scientific article published on 19 October 2011

Accounting for correlation and compliance in cluster randomized trials

scientific article published in December 2001

Adding serum estradiol measurements to ultrasound monitoring does not change the yield of mature oocytes in IVF/ICSI.

scientific article published on 8 May 2014

Adjusting for time-varying confounders in survival analysis using structural nested cumulative survival time models

scientific article published on 28 September 2019

Adjusting for time-varying confounding in the subdistribution analysis of a competing risk

scientific article published on 10 October 2009

Adjusting the Effect of Integrating Antiretroviral Therapy and Tuberculosis Treatment on Mortality for Noncompliance: A Time-varying Instrumental Variables Analysis

scientific article published on 01 March 2019

Age-disparity, sexual connectedness and HIV infection in disadvantaged communities around Cape Town, South Africa: a study protocol

scientific article

An improved statistical method for detecting heterotachy in nucleotide sequences

scientific article published on 3 May 2006

Analysis of Incomplete Data Using Inverse Probability Weighting and Doubly Robust Estimators

article

Analysis of longitudinal studies with repeated outcome measures: adjusting for time-dependent confounding using conventional methods

scientific article published on 6 September 2017

Analyzing the Sensitivity of Generalized Linear Models to Incomplete Outcomes via the IDE Algorithm

Asking Too Much of Epidemiologic Studies: The Problem of Collider Bias and the Obesity Paradox

scientific article published on 26 May 2017

Assessing moderated mediation in linear models requires fewer confounding assumptions than assessing mediation.

scientific article

Assumption-lean Cox regression

scientific article published in 2022

Assumption‐lean inference for generalised linear model parameters

scientific article published in 2022

Attributable Mortality of Ventilator-associated Pneumonia: Replicating Findings, Revisiting Methods

scientific article published on 07 December 2020

Attributable mortality of ventilator-associated pneumonia: a reappraisal using causal analysis

scientific article published in November 2011

Augmented and doubly robust G-estimation of causal effects under a Structural nested failure time model.

scientific article

Authors' reply to 'Multiple comparisons controversies are about context and costs, not frequentism versus Bayesianism'

scientific article published on 04 October 2019

Authors' reply to the Discussion of ‘Assumption‐lean inference for generalised linear model parameters’ by Vansteelandt and Dukes

scientific article published in 2022

Bacterial vaginosis: not a risk factor for preterm birth?

scientific article published in July 2004

Bias-Reduced Doubly Robust Estimation

article

Birth cohort appeared to confound effect estimates of guideline changes on statin utilization

scientific article published on 13 November 2014

Boosting the precision of mediation analyses of randomised experiments through covariate adjustment

scientific article published on 9 January 2017

Both low and high activities of platelet monoamine oxidase increase the probability of becoming a smoker

scientific article

Brief Report: Association Between Statin Use and Cardiovascular Mortality at the Population Level: An Ecologic Study.

scientific article published on 24 August 2015

Causal graphs for the analysis of genetic cohort data

scientific article published on 20 July 2020

Causal inference in survival analysis using longitudinal observational data: Sequential trials and marginal structural models

scientific article published in 2023

Causal mediation analysis with multiple mediators.

scientific article

Causation and causal inference for genetic effects.

scientific article published on 03 August 2012

Cellular Heterogeneity in the Level of mtDNA Heteroplasmy in Mouse Embryonic Stem Cells.

scientific article

Combining disease models to test for gene-environment interaction in nuclear families

scientific article published on 14 March 2011

Commentary: The formal approach to quantitative causal inference in epidemiology: misguided or misrepresented?

scientific article

Comparison of causal effect estimators under exposure misclassification

article published in 2010

Conditional generalized estimating equations for the analysis of clustered and longitudinal data

scientific article

Confounder selection strategies targeting stable treatment effect estimators

scientific article published on 04 November 2020

Context-dependent codon partition models provide significant increases in model fit in atpB and rbcL protein-coding genes

scientific article

Correcting Instrumental Variables Estimators for Systematic Measurement Error

scientific article published on January 2009

Corrigendum: Improving upon the efficiency of complete case analysis when covariates are MNAR (10.1093/biostatistics/kxu023).

scientific article published on January 2015

Data-Adaptive Bias-Reduced Doubly Robust Estimation.

scientific article

Delaying the oocyte maturation trigger by one day leads to a higher metaphase II oocyte yield in IVF/ICSI: a randomised controlled trial

scientific article

Direct genetic effects and their estimation from matched case-control data

scientific article

Discussion of 'Clustered encouragement designs with individual noncompliance: Bayesian inference with randomization, and application to advance directive forms' by Frangakis, Rubin and Zhou

scientific article published in June 2002

Discussions

scientific article

Discussions

scientific article published on 20 February 2012

Discussions

scientific article published on 28 August 2008

Distribution of human papillomavirus in a family planning population in nairobi, kenya

scientific article published in February 2003

Does appropriate empiric antibiotic therapy modify intensive care unit-acquired Enterobacteriaceae bacteraemia mortality and discharge?

scientific article

Doubly robust conditional logistic regression

scientific article published on 02 August 2019

Doubly robust estimation of attributable fractions

scientific article published on 18 August 2010

Doubly robust estimation of attributable fractions in survival analysis

scientific article published on 16 December 2014

Doubly robust methods for handling confounding by cluster.

scientific article published on 26 October 2015

Doubly robust tests of exposure effects under high-dimensional confounding

scientific article published on 30 January 2020

Effect decomposition in the presence of an exposure-induced mediator-outcome confounder

scientific article

Efficient context-dependent model building based on clustering posterior distributions for non-coding sequences

scientific article

Eliminating Survivor Bias in Two-stage Instrumental Variable Estimators

scientific article published on 01 July 2018

Estimating direct effects in cohort and case-control studies

scientific article

Estimating the effect of healthcare-associated infections on excess length of hospital stay using inverse-probability weighted survival curves

scientific article published on 12 February 2020

Estimation of Controlled Direct Effects in Longitudinal Mediation Analyses with Latent Variables in Randomized Studies

scientific article published on 15 November 2019

Estimation of Controlled Direct Effects in the Presence of Exposure-Induced Confounding and Latent Variables

Estimation of HIV treatment-efficacy by combining structural nested mean models with pharmacokinetic models of antiretroviral drug exposure

article

Estimation of Indirect Effects in the Presence of Unmeasured Confounding for the Mediator–Outcome Relationship in a Multilevel 2-1-1 Mediation Model

Estimation of controlled direct effects

Estimation of direct effects for survival data by using the Aalen additive hazards model

article

Estimation of regression models for the mean of repeated outcomes under nonignorable nonmonotone nonresponse.

scientific article published on December 2007

Ethical climate and intention to leave among critical care clinicians: an observational study in 68 intensive care units across Europe and the United States

scientific article published on 05 November 2019

Ethical decision-making climate in the ICU: theoretical framework and validation of a self-assessment tool.

scientific article published on 23 February 2018

Evaluating futility of a binary clinical endpoint using early read-outs

scientific article published on 20 October 2019

Flexible Mediation Analysis With Multiple Mediators

scientific article published on 3 May 2017

Flexible Mediation Analysis in the Presence of Nonlinear Relations: Beyond the Mediation Formula.

scientific article published on November 2013

Follicle measurements using sonography-based automated volume count accurately predict the yield of mature oocytes in in vitro fertilization/intracytoplasmic sperm injection cycles

scientific article

Frequentist versus Bayesian approaches to multiple testing

scientific article published on 13 May 2019

Gene-environment interaction testing in family-based association studies with phenotypically ascertained samples: a causal inference approach

scientific article

Gene-environment interaction tests for dichotomous traits in trios and sibships

scientific article

Gonadotropin Therapy versus Laparoscopic Ovarian Drilling in Clomiphene Citrate-Resistant Polycystic Ovary Syndrome Patients: A Retrospective Cost-Effectiveness Analysis

scientific article published on 11 March 2015

HIV testing and sexually transmitted infection care among sexually active youth in the Balkans

scientific article published in October 2008

How to obtain valid tests and confidence intervals after propensity score variable selection?

scientific article published on 06 August 2019

Human chorionic gonadotropin levels in early IVF/ICSI pregnancies are higher in singletons after single embryo transfer compared with singletons after double embryo transfer

scientific article

Improving interim decisions in randomized trials by exploiting information on short-term endpoints and prognostic baseline covariates

scientific article published on 05 April 2020

Improving the robustness and efficiency of covariate-adjusted linear instrumental variable estimators

Improving upon the efficiency of complete case analysis when covariates are MNAR.

scientific article

Imputation Strategies for the Estimation of Natural Direct and Indirect Effects

Increasing the power of the Mann-Whitney test in randomized experiments through flexible covariate adjustment

scientific article

Instrumental variable estimation in a survival context.

scientific article

Instrumental variables estimation of exposure effects on a time-to-event endpoint using structural cumulative survival models

scientific article published on 10 May 2017

Instrumental variables estimation under a structural Cox model

scientific article published on 20 November 2017

Instrumental variables estimation with competing risk data

scientific article published on 01 January 2020

Interventional Effects for Mediation Analysis with Multiple Mediators

scientific article

Introduction to Double Robust Methods for Incomplete Data.

scientific article

Invited commentary: G-computation--lost in translation?

scientific article

Invited commentary: Some advantages of the relative excess risk due to interaction (RERI)--towards better estimators of additive interaction

scientific article published on 31 January 2014

Ion mobility spectrometry as a high-throughput technique for in vitro transdermal Franz diffusion cell experiments of ibuprofen

scientific article

Linear and loglinear structural mean models to evaluate the benefits of an on-demand dosing regimen.

scientific article

Longitudinal mediation analysis using natural effect models

scientific article published on 27 May 2020

Make the most of your samples: Bayes factor estimators for high-dimensional models of sequence evolution

scientific article

Marginal structural models for partial exposure regimes

scientific article published on 23 May 2008

Marginal structural models for sufficient cause interactions.

scientific article

Mediation analysis of time-to-event endpoints accounting for repeatedly measured mediators subject to time-varying confounding

scientific article published on 14 August 2019

Mendelian randomization analysis of case-control data using structural mean models

scientific article

Modelling the ancestral sequence distribution and model frequencies in context-dependent models for primate non-coding sequences

scientific article

Multiply robust inference for statistical interactions.

scientific article published on December 2008

Multistate Models in Critical Care: Two Steps Forward, One Step Back

scientific article published on 01 April 2019

Multivariable modeling of factors associated with spinal pain in young adolescence

scientific article published on 8 June 2016

Natural direct and indirect effects on the exposed: effect decomposition under weaker assumptions

scientific article published on 18 September 2012

Natural history and clearance of HPV after treatment of precancerous cervical lesions

scientific article published in February 2008

Non-linear mediation analysis with high-dimensional mediators whose causal structure is unknown

scientific article published on 20 November 2020

Odds ratios for mediation analysis for a dichotomous outcome

scientific article

On Confounding, Prediction and Efficiency in the Analysis of Longitudinal and Cross-sectional Clustered Data

article

On Instrumental Variables Estimation of Causal Odds Ratios

On adjustment for auxiliary covariates in additive hazard models for the analysis of randomized experiments

scientific article

On collapsibility and confounding bias in Cox and Aalen regression models

scientific article

On doubly robust estimation of the hazard difference

scientific article published on 22 August 2018

On estimation and cross‐validation of dynamic treatment regimes with competing risks

scientific article published in 2022

On model selection and model misspecification in causal inference

scientific article published on 12 November 2010

On regression adjustment for the propensity score.

scientific article

On shrinkage and model extrapolation in the evaluation of clinical center performance

scientific article

On the adjustment for covariates in genetic association analysis: a novel, simple principle to infer direct causal effects

scientific article published on July 2009

On the practice of ignoring center-patient interactions in evaluating hospital performance.

scientific article published on 24 August 2015

Parental socioeconomic status and soft drink consumption of the child. The mediating proportion of parenting practices

scientific article published in April 2012

Parsing the effects of individual SNPs in candidate genes with family data.

scientific article

Perception of inappropriate cardiopulmonary resuscitation by clinicians working in emergency departments and ambulance services: The REAPPROPRIATE international, multi-centre, cross sectional survey

scientific article published on 12 September 2018

Placental inflammation and perinatal transmission of HIV-1.

scientific article published in March 2002

Predictability of cerebral palsy in a high-risk NICU population

scientific article

Preterm birth in twins after subfertility treatment: population based cohort study

scientific article

Preventable proportion of severe infections acquired in intensive care units: case-mix adjusted estimations from patient-based surveillance data.

scientific article

Psychological well-being and socio-economic hardship among AIDS orphans and other vulnerable children in Guinea

scientific article published in December 2009

Quantifying the influence of location of residence on blood pressure in urbanising South India: a path analysis with multiple mediators

Regression models for disease prevalence with diagnostic tests on pools of serum samples

scientific article

Rejoinder: Remaining Challenges in Investigating Grade-Retention Effectiveness

scientific article published on 12 October 2016

Reply to Wolkewitz et al

Semiparametric tests for sufficient cause interaction

scientific article published on March 2012

Sense and sensitivity when correcting for observed exposures in randomized clinical trials

scientific article published in January 2005

Sensitivity analysis for principal stratum direct effects, with an application to a study of physical activity and coronary heart disease.

scientific article published in June 2009

Serial measurements of mesothelioma serum biomarkers in asbestos-exposed individuals: a prospective longitudinal cohort study

scientific article published in May 2011

Sexual behaviour and contraceptive use among youth in the Balkans.

scientific article

Should we adjust for gestational age when analysing birth weights? The use of z-scores revisited

scientific article published on 22 June 2007

Structural Nested Models and G-estimation: The Partially Realized Promise ⬇️

article

Structural equation modeling versus marginal structural modeling for assessing mediation in the presence of posttreatment confounding

scientific article

Subtleties in the interpretation of hazard contrasts

scientific article published on 11 July 2020

Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies

scientific article

Surrogate marker analysis in cancer clinical trials through time-to-event mediation techniques

scientific article published on January 2017

Survivor bias in Mendelian randomization analysis

scientific article published on 27 September 2017

Testing and estimating gene-environment interactions in family-based association studies

scientific article

Testing for direct genetic effects using a screening step in family-based association studies

scientific article published on 21 November 2013

The conduct and reporting of mediation analysis in recently published randomized controlled trials: results from a methodological systematic review

scientific article published on 05 October 2019

The decline of serum testosterone levels in community-dwelling men over 70 years of age: descriptive data and predictors of longitudinal changes.

scientific article

The effect of adherence to statin therapy on cardiovascular mortality: quantification of unmeasured bias using falsification end-points

scientific article

The effects of early grade retention: Effect modification by prior achievement and age.

scientific article published on 18 November 2015

The efficacy of the embryo transfer catheter in IVF and ICSI is operator-dependent: a randomized clinical trial

scientific article published on 18 December 2008

The obesity paradox in critically ill patients: a causal learning approach to a casual finding

scientific article published on 05 August 2020

The potential and perils of observational studies

scientific article published in January 2017

Time-Varying Treatments in Observational Studies: Marginal Structural Models of the Effects of Early Grade Retention on Math Achievement

scientific article

UHPLC-MS/MS method for the determination of the cyclic depsipeptide mycotoxins beauvericin and enniatins in in vitro transdermal experiments

scientific article

Understanding counterfactual-based mediation analysis approaches and their differences

scientific article published in November 2012

Using non-reversible context-dependent evolutionary models to study substitution patterns in primate non-coding sequences

scientific article

Within-Subject Mediation Analysis in AB/BA Crossover Designs.

scientific article

medflex: An R Package for Flexible Mediation Analysis using Natural Effect Models

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