Items where Author or Contributor is "Vansteelandt, Stijn"
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Number of items: 35.
2023
Hines, O;
(2023)
Assumption-Lean Inference for Causal and Statistical Questions in the Era of Machine Learning.
PhD thesis, London School of Hygiene & Tropical Medicine.
DOI: https://doi.org/10.17037/PUBS.04670988
2021
Avagyan, Vahe;
Vansteelandt, Stijn;
(2021)
Stable inverse probability weighting estimation for longitudinal studies.
Scandinavian Journal of Statistics, 48 (3).
pp. 1046-1067.
ISSN 0303-6898
DOI: https://doi.org/10.1111/sjos.12542
Keogh, Ruth H;
Seaman, Shaun R;
Gran, Jon Michael;
Vansteelandt, Stijn;
(2021)
Simulating longitudinal data from marginal structural models using the additive hazard model.
Biometrical journal. Biometrische Zeitschrift, 63 (7).
pp. 1526-1541.
ISSN 0323-3847
DOI: https://doi.org/10.1002/bimj.202000040
Seaman, Shaun R;
Keogh, Ruth H;
Dukes, Oliver;
Vansteelandt, Stijn;
(2021)
Using generalized linear models to implement g-estimation for survival data with time-varying confounding.
Statistics in medicine, 40 (16).
pp. 3779-3790.
ISSN 0277-6715
DOI: https://doi.org/10.1002/sim.8997
Steen, Johan;
Vansteelandt, Stijn;
De Bus, Liesbet;
Depuydt, Pieter;
Gadeyne, Bram;
Benoit, Dominique D;
Decruyenaere, Johan;
(2021)
Attributable Mortality of Ventilator-associated Pneumonia. Replicating Findings, Revisiting Methods.
Annals of the American Thoracic Society, 18 (5).
pp. 830-837.
ISSN 2329-6933
DOI: https://doi.org/10.1513/AnnalsATS.202004-385OC
2020
Bartlett, Jonathan W;
Morris, Tim P;
Stensrud, Mats J;
Daniel, Rhian M;
Vansteelandt, Stijn K;
Burman, Carl-Fredrik;
(2020)
The Hazards of Period Specific and Weighted Hazard Ratios.
Statistics in biopharmaceutical research, 12 (4).
pp. 518-519.
ISSN 1946-6315
DOI: https://doi.org/10.1080/19466315.2020.1755722
Dukes, Oliver;
Avagyan, Vahe;
Vansteelandt, Stijn;
(2020)
Doubly robust tests of exposure effects under high-dimensional confounding.
BIOMETRICS, 76 (4).
pp. 1190-1200.
ISSN 0006-341X
DOI: https://doi.org/10.1111/biom.13231
Eble, Alex;
Frost, Chris;
Camara, Alpha;
Bouy, Baboucarr;
Bah, Momodou;
Sivaraman, Maitri;
Hsieh, Pei-Tseng Jenny;
Jayanty, Chitra;
Brady, Tony;
Gawron, Piotr;
+3 more...
Vansteelandt, Stijn;
Boone, Peter;
Elbourne, Diana;
(2020)
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.
Journal of Development Economics, 148.
p. 102539.
ISSN 0304-3878
DOI: https://doi.org/10.1016/j.jdeveco.2020.102539
Hines, Oliver;
Diaz-Ordaz, Karla;
Vansteelandt, Stijn;
Jamshidi, Yalda;
(2020)
Causal graphs for the analysis of genetic cohort data.
PHYSIOLOGICAL GENOMICS, 52 (9).
pp. 369-378.
ISSN 1094-8341
DOI: https://doi.org/10.1152/physiolgenomics.00115.2019
Loh, Wen Wei;
Moerkerke, Beatrijs;
Loeys, Tom;
Vansteelandt, Stijn;
(2020)
Nonlinear mediation analysis with high-dimensional mediators whose causal structure is unknown.
Biometrics, 78 (1).
pp. 46-59.
ISSN 0006-341X
DOI: https://doi.org/10.1111/biom.13402
2019
Seaman, Shaun;
Dukes, Oliver;
Keogh, Ruth;
Vansteelandt, Stijn;
(2019)
Adjusting for time-varying confounders in survival analysis using structural nested cumulative survival time models.
Biometrics, 76 (2).
pp. 472-483.
ISSN 0006-341X
DOI: https://doi.org/10.1111/biom.13158
Van Lancker, Kelly;
Vandebosch, An;
Vansteelandt, Stijn;
De Ridder, Filip;
(2019)
Evaluating futility of a binary clinical endpoint using early read-outs.
STATISTICS IN MEDICINE, 38 (28).
pp. 5361-5375.
ISSN 0277-6715
DOI: https://doi.org/10.1002/sim.8366
Vansteelandt, Stijn;
Linder, Martin;
Vandenberghe, Sjouke;
Steen, Johan;
Madsen, Jesper;
(2019)
Mediation analysis of time-to-event endpoints accounting for repeatedly measured mediators subject to time-varying confounding.
STATISTICS IN MEDICINE, 38 (24).
pp. 4828-4840.
ISSN 0277-6715
DOI: https://doi.org/10.1002/sim.8336
2018
Benoit, DD;
Jensen, HI;
Malmgren, J;
Metaxa, V;
Reyners, AK;
Darmon, M;
Rusinova, K;
Talmor, D;
Meert, AP;
Cancelliere, L;
+13 more...
Zubek, L;
Maia, P;
Michalsen, A;
Vanheule, S;
Kompanje, EJO;
Decruyenaere, J;
Vandenberghe, S;
Vansteelandt, S;
Gadeyne, B;
Van den Bulcke, B;
Azoulay, E;
Piers, RD;
DISPROPRICUS study group of the Ethics Section of the European S;
(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.
Intensive care medicine, 44 (7).
pp. 1039-1049.
ISSN 0342-4642
DOI: https://doi.org/10.1007/s00134-018-5231-8
Druwé, Patrick;
Monsieurs, Koenraad G;
Piers, Ruth;
Gagg, James;
Nakahara, Shinji;
Alpert, Evan Avraham;
van Schuppen, Hans;
Élő, Gábor;
Truhlář, Anatolij;
Huybrechts, Sofie A;
+24 more...
Mpotos, Nicolas;
Joly, Luc-Marie;
Xanthos, Theodoros;
Roessler, Markus;
Paal, Peter;
Cocchi, Michael N;
BjØrshol, Conrad;
Pauliková, Monika;
Nurmi, Jouni;
Salmeron, Pascual Piñera;
Owczuk, Radoslaw;
Svavarsdóttir, Hildigunnur;
Deasy, Conor;
Cimpoesu, Diana;
Ioannides, Marios;
Fuenzalida, Pablo Aguilera;
Kurland, Lisa;
Raffay, Violetta;
Pachys, Gal;
Gadeyne, Bram;
Steen, Johan;
Vansteelandt, Stijn;
De Paepe, Peter;
Benoit, Dominique D;
(2018)
Perception of inappropriate cardiopulmonary resuscitation by clinicians working in emergency departments and ambulance services: The REAPPROPRIATE international, multi-centre, cross sectional survey.
Resuscitation, 132.
pp. 112-119.
ISSN 0300-9572
DOI: https://doi.org/10.1016/j.resuscitation.2018.09.006
Full text not available from this repository.
Martinussen, Torben;
Vansteelandt, Stijn;
(2018)
Instrumental variables estimation with competing risk data.
Biostatistics (Oxford, England), 21 (1).
pp. 158-171.
ISSN 1465-4644
DOI: https://doi.org/10.1093/biostatistics/kxy039
Full text not available from this repository.
Seaman, Shaun R;
Vansteelandt, Stijn;
(2018)
Introduction to Double Robust Methods for Incomplete Data.
Statistical science, 33 (2).
pp. 184-197.
ISSN 0883-4237
DOI: https://doi.org/10.1214/18-STS647
Vansteelandt, Stijn;
Didelez, Vanessa;
(2018)
Improving the robustness and efficiency of covariate-adjusted linear instrumental variable estimators.
Scandinavian Journal of Statistics, 45 (4).
pp. 941-961.
ISSN 0303-6898
DOI: https://doi.org/10.1111/sjos.12329
Vansteelandt, Stijn;
Walter, Stefan;
Tchetgen Tchetgen, Eric;
(2018)
Eliminating Survivor Bias in Two-stage Instrumental Variable Estimators.
Epidemiology (Cambridge, Mass), 29 (4).
pp. 536-541.
ISSN 1044-3983
DOI: https://doi.org/10.1097/EDE.0000000000000835
Full text not available from this repository.
2017
Dukes, Oliver;
Vansteelandt, Stijn;
(2017)
A Note on G-Estimation of Causal Risk Ratios.
American journal of epidemiology, 187 (5).
pp. 1079-1084.
ISSN 0002-9262
DOI: https://doi.org/10.1093/aje/kwx347
Full text not available from this repository.
Keogh, Ruth H;
Daniel, Rhian M;
VanderWeele, Tyler J;
Vansteelandt, Stijn;
(2017)
Analysis of Longitudinal Studies With Repeated Outcome Measures: Adjusting for Time-Dependent Confounding Using Conventional Methods.
American journal of epidemiology, 187 (5).
pp. 1085-1092.
ISSN 0002-9262
DOI: https://doi.org/10.1093/aje/kwx311
Martinussen, Torben;
Nørbo Sørensen, Ditte;
Vansteelandt, Stijn;
(2017)
Instrumental variables estimation under a structural Cox model.
Biostatistics (Oxford, England), 20 (1).
pp. 65-79.
ISSN 1465-4644
DOI: https://doi.org/10.1093/biostatistics/kxx057
Full text not available from this repository.
Pouwels, KB;
Van Kleef, E;
Vansteelandt, S;
Batra, R;
Edgeworth, JD;
Smieszek, T;
Robotham, JV;
(2017)
Does appropriate empiric antibiotic therapy modify intensive care unit-acquired Enterobacteriaceae bacteraemia mortality and discharge?
Journal of Hospital Infection, 96 (1).
pp. 23-28.
ISSN 0195-6701
DOI: https://doi.org/10.1016/j.jhin.2017.03.016
Steen, Johan;
Loeys, Tom;
Moerkerke, Beatrijs;
Vansteelandt, Stijn;
(2017)
<b>medflex</b>: An <i>R</i> Package for Flexible Mediation Analysis using Natural Effect Models.
Journal of Statistical Software, 76 (11).
ISSN 1548-7660
DOI: https://doi.org/10.18637/jss.v076.i11
Vansteelandt, Stijn;
(2017)
Asking Too Much of Epidemiologic Studies: The Problem of Collider Bias and the Obesity Paradox.
Epidemiology (Cambridge, Mass), 28 (5).
e47-e49.
ISSN 1044-3983
DOI: https://doi.org/10.1097/EDE.0000000000000693
Vansteelandt, Stijn;
Dukes, Oliver;
Martinussen, Torben;
(2017)
Survivor bias in Mendelian randomization analysis.
Biostatistics (Oxford, England), 19 (4).
pp. 426-443.
ISSN 1465-4644
DOI: https://doi.org/10.1093/biostatistics/kxx050
Full text not available from this repository.
2015
Bartlett, Jonathan W;
Carpenter, James R;
Tilling, Kate;
Vansteelandt, Stijn;
(2015)
Corrigendum: Improving upon the efficiency of complete case analysis when covariates are MNAR (10.1093/biostatistics/kxu023).
Biostatistics (Oxford, England), 16 (1).
205-.
ISSN 1465-4644
DOI: https://doi.org/10.1093/biostatistics/kxu051
Loeys, Tom;
Moerkerke, Beatrijs;
Vansteelandt, Stijn;
(2015)
A cautionary note on the power of the test for the indirect effect in mediation analysis.
FRONTIERS IN PSYCHOLOGY, 5.
1549-.
ISSN 1664-1078
DOI: https://doi.org/10.3389/fpsyg.2014.01549
2014
Bartlett, Jonathan W;
Carpenter, James R;
Tilling, Kate;
Vansteelandt, Stijn;
(2014)
Improving upon the efficiency of complete case analysis when covariates are MNAR.
Biostatistics (Oxford, England), 15 (4).
pp. 719-730.
ISSN 1465-4644
DOI: https://doi.org/10.1093/biostatistics/kxu023
Daniel, RM;
De Stavola, BL;
Cousens, SN;
Vansteelandt, S;
(2014)
Causal mediation analysis with multiple mediators.
Biometrics, 71 (1).
pp. 1-14.
ISSN 0006-341X
DOI: https://doi.org/10.1111/biom.12248
Vandekerckhove, Frank;
Gerris, Jan;
Vansteelandt, Stijn;
De Baerdemaeker, An;
Tilleman, Kelly;
De Sutter, Petra;
(2014)
Delaying the oocyte maturation trigger by one day leads to a higher metaphase II oocyte yield in IVF/ICSI: a randomised controlled trial.
REPRODUCTIVE BIOLOGY AND ENDOCRINOLOGY, 12 (1).
31-.
ISSN 1477-7827
DOI: https://doi.org/10.1186/1477-7827-12-31
Vansteelandt, S;
Daniel, RM;
(2014)
On regression adjustment for the propensity score.
Statistics in medicine, 33 (23).
pp. 4053-4072.
ISSN 0277-6715
DOI: https://doi.org/10.1002/sim.6207
Full text not available from this repository.
2010
Vansteelandt, Stijn;
Carpenter, James;
Kenward, Michael G;
(2010)
Analysis of Incomplete Data Using Inverse Probability Weighting and Doubly Robust Estimators.
Methodology, 6 (1).
pp. 37-48.
ISSN 1614-1881
DOI: https://doi.org/10.1027/1614-2241/a000005
Full text not available from this repository.
2006
Carpenter, James R;
Kenward, Michael G;
Vansteelandt, Stijn;
(2006)
A Comparison of Multiple Imputation and Doubly Robust Estimation for Analyses with Missing Data.
Journal of the Royal Statistical Society Series A, (Statistics in Society), 169 (3).
pp. 571-584.
ISSN 0964-1998
DOI: https://doi.org/10.1111/j.1467-985x.2006.00407.x
Full text not available from this repository.
Vansteelandt, Stijn;
Goetghebeur, Els;
Kenward, Michael G;
Molenberghs, Geert;
(2006)
Ignorance and uncertainty regions as inferential tools in a sensitivity analysis.
Statistica Sinica, 16 (3).
pp. 953-979.
ISSN 1017-0405
https://researchonline.lshtm.ac.uk/id/eprint/6365
Full text not available from this repository.