Gabriel Loewinger

Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects

Optogenetics is widely used to study the effects of neural circuit manipulation on behavior. However, the paucity of causal inference methodological work on this topic has resulted in analysis conventions that discard information, and constrain the scientific questions that can be posed. To fill thi…