117 citations · 151 across the 5 of their papers we have counts for
6 papers
Inverse probability of treatment weighting with generalized linear outcome models for doubly robust estimation
Erin E Gabriel, Michael C Sachs, Torben Martinussen +4
There are now many options for doubly robust estimation; however, there is a concerning trend in the applied literature to believe that the combination of a propensity score and an…
A framework for meta-analysis through standardized survival curves
Joris Hautekiet, Elena-Sophie Prigge, Theresa Obermueller +2
Meta-analyses of survival studies aim to reveal the variation of an effect measure of interest over different studies and present a meaningful summary. They must address between st…
Trial emulation and survival analysis for disease incidence registers: a case study on the causal effect of pre-emptive kidney transplantation
Camila Olarte Parra, Ingeborg Waernbaum, Staffan Schön +1
Numerous tutorials and research papers focus on methods in either survival analysis or causal inference, leaving common complications in medical studies unaddressed. In practice on…
Framework for the Treatment And Reporting of Missing data in Observational Studies: The TARMOS framework
Katherine J Lee, Kate Tilling, Rosie P Cornish +5
Missing data are ubiquitous in medical research. Although there is increasing guidance on how to handle missing data, practice is changing slowly and misapprehensions abound, parti…
Formulating causal questions and principled statistical answers
Els Goetghebeur, Saskia le Cessie, Bianca De Stavola +2
Although review papers on causal inference methods are now available, there is a lack of introductory overviews on what they can render and on the guiding criteria for choosing one…
On Instrumental Variables Estimation of Causal Odds Ratios
Stijn Vansteelandt, Jack Bowden, Manoochehr Babanezhad +1
Inference for causal effects can benefit from the availability of an instrumental variable (IV) which, by definition, is associated with the given exposure, but not with the outcom…