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Advanced Causal Inference Techniques Sign in to save
Papers per year
Papers 116
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An introduction to inverse probability of treatment weighting in observational research2021 Clinical Kidney Journal article Mathematics Advanced Causal Inference Techniques Open access cited by 3 patents
Nicholas C Chesnaye, Vianda S Stel, Giovanni Luigi Tripepi, Friedo Wilhelm Dekker, Edouard L. Fu, Carmine Zoccali, +1 more
950citations -
Prediction meets causal inference: the role of treatment in clinical prediction models2020 European Journal of Epidemiology article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Sonja A. Swanson, Chava L. Ramspek, Kim Luijken, Merel van Diepen, Tim Peter Morris, +4 more
126citations -
Analysis of time-to-event for observational studies:Guidance to the use of intensity models2021 Research at the University of Copenhagen (University of Copenhagen) article Mathematics Advanced Causal Inference Techniques Open access
Maja Pohar Perme, Hans C. van Houwelingen, Richard J. Cook, Pierre Joly, Torben Martinussen, Jeremy M. G. Taylor, +2 more
66citations -
Natural Experiments: Missed Opportunities for Causal Inference in Psychology2024 Advances in Methods and Practices in Psychological Science article Mathematics Advanced Causal Inference Techniques Open access
Michael P. Grosz, Adam Ayaita, Ruben C. Arslan, Susanne Buecker, Tobias Ebert, Paul Hünermund, +4 more
39citations -
New‐user and prevalent‐user designs and the definition of study time origin in pharmacoepidemiology: A review of reporting practices2021 Pharmacoepidemiology and Drug Safety article Mathematics Advanced Causal Inference Techniques Open access
Kim Luijken, Judith J. Spekreijse, Maarten van Smeden, Helga Gardarsdóttir, Rolf H. H. Groenwold
30citations -
Unmeasured confounding in nonrandomized studies: quantitative bias analysis in health technology assessment2022 Journal of Comparative Effectiveness Research article Mathematics Advanced Causal Inference Techniques Open access
Thomas P. Leahy, Seamus Kent, Cormac Sammon, Rolf H. H. Groenwold, Richard Grieve, Sreeram V Ramagopalan, +1 more
27citations -
EULAR points to consider when analysing and reporting comparative effectiveness research using observational data in rheumatology2022 Annals of the Rheumatic Diseases article Mathematics Advanced Causal Inference Techniques Open access
Delphine Sophie Courvoisier, Kim Lauper, Joanna Kedra, Maarten P. T. de Wit, Bruno Fautrel, Thomas Frisell, +12 more
25citations -
The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access
Nan van Geloven, Ruth H. Keogh, Wouter A. C. van Amsterdam, Giovanni Cinà, Jesse H. Krijthe, Niels B. Peek, +9 more
23citations
Most active Aachen authors
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Rolf H. H. Groenwold 16,002 citations overall32 papers
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Hein Putter 62,811 citations overall12 papers
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Saskia le Cessie 32,552 citations overall12 papers
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Nan van Geloven 5,780 citations overall11 papers
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Olaf M. Dekkers 38,869 citations overall7 papers
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Bas B. L. Penning de Vries 333 citations overall6 papers
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Maarten van Smeden 26,921 citations overall5 papers
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Edouard L. Fu 4,653 citations overall5 papers
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Ewout Willem Steyerberg 172,939 citations overall4 papers
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Jan Paul Vandenbroucke 169,175 citations overall4 papers
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Friedo Wilhelm Dekker 45,066 citations overall3 papers
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Marcel Schweiker 5,931 citations overall3 papers
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Merel van Diepen 4,782 citations overall3 papers
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Kim Luijken 4,122 citations overall3 papers
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Vincent Traag 3,287 citations overall3 papers