29 citations · 43 across the 13 of their papers we have counts for
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stat.ME2026
Exact Graph Learning via Integer Programming
Lucas Kook, Søren Wengel Mogensen
Learning the dependence structure among variables in complex systems is a central problem across medical, natural, and social sciences. These structures can be naturally represente…
stat.ME2023
Faithful graphical representations of local independence
Søren Wengel Mogensen
Graphical models use graphs to represent conditional independence structure in the distribution of a random vector. In stochastic processes, graphs may represent so-called local in…
stat.ME2023
Time-dependent mediators in survival analysis: Graphical representation of causal assumptions
Søren Wengel Mogensen, Odd O. Aalen, Susanne Strohmaier
We study time-dependent mediators in survival analysis using a treatment separation approach due to Didelez [2019] and based on earlier work by Robins and Richardson [2011]. This a…