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Found 4 papers, 1 papers with code
Graphical models for marked point processes based on local independence
A new class of graphical models capturing the dependence structure of events that occur in time is proposed.
Statistics Theory Statistics Theory
Time-dependent mediators in survival analysis: Modelling direct and indirect effects with the additive hazards model
We discuss causal mediation analyses for survival data and propose a new approach based on the additive hazards model.
Survival Analysis
Methodology
Multiple imputation and test-wise deletion for causal discovery with incomplete cohort data
We conduct an extensive comparison by simulating from benchmark causal graphs: As one might expect, we find that test-wise deletion and multiple imputation both clearly outperform list-wise deletion and single imputation.
Do we become wiser with time? On causal equivalence with tiered background knowledge
Equivalence classes of DAGs (represented by CPDAGs) may be too large to provide useful causal information.
