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stat.ME2025
Evaluating treatment effects on longitudinal outcomes with attrition due to death: Methods for a two-dimentional estimand with a case study in Quality of Life
Dries Reynders, Doranne Thomassen, Satrajit Roychoudhury +5
When longitudinal outcomes are evaluated in mortal populations, their non-existence after death complicates the analysis and its causal interpretation. Where popular methods often…
stat.ME2025
A categorization of performance measures for estimated non-linear associations between an outcome and continuous predictors
Theresa Ullmann, Georg Heinze, Michal Abrahamowicz +5
In regression analysis, associations between continuous predictors and the outcome are often assumed to be linear. However, modeling the associations as non-linear can improve mode…