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stat.AP2026
Causal inference in staggered adoption panels: The correct comparison set depends on your intervention
Ian Lundberg, Yaling Xu
A powerful data structure for causal inference is staggered adoption: many units are observed over many time periods, during which some units adopt an irreversible treatment at var…
stat.AP2023★ 3 cited
The origins of unpredictability in life trajectory prediction tasks
Ian Lundberg, Rachel Brown-Weinstock, Susan Clampet-Lundquist +5
Why are life trajectories difficult to predict? We investigated this question through in-depth qualitative interviews with 40 families sampled from a multi-decade longitudinal stud…