Mojtaba Eslami

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stat.ME2026

Spectral Truncation in Synthetic Control

Mojtaba Eslami

Synthetic control (SC) matches a treated unit's pre-treatment trajectory to a weighted combination of donor units. We study Spectral SC, which instead matches the treated unit in c…

stat.ME2026

Interventional Score Geometry for Causal Inference

Mojtaba Eslami

Let $p (x)$ be the joint density of variables $X$ , and let $I ¨ (x) = \nabla_{x} lo g p (x)$ be its score field. Geometry constructed from $p$ and $I ¨ $ alone cannot identify causal directio…