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Sophie M Woodward

3 papers hereh-index 322 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20232025
most citedUnderstanding Spatial Regression Models from a Weighting Perspective in an Observational Study of Superfund Remediation

1 citations · 2 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2025★ 1 cited

Understanding Spatial Regression Models from a Weighting Perspective in an Observational Study of Superfund Remediation

Sophie M. Woodward, Francesca Dominici, Jose R. Zubizarreta

A key challenge in environmental health research is unmeasured spatial confounding, driven by unobserved spatially structured variables that influence both treatment and outcome. A…

stat.ME2024★ 1 cited

An Instrumental Variables Framework to Unite Spatial Confounding Methods

Sophie M. Woodward, Mauricio Tec, Francesca Dominici

Studies investigating the causal effects of spatially varying exposures on outcomes often rely on observational and spatially indexed data. A prevalent challenge is unmeasured spat…

cs.LG2023

SpaCE: The Spatial Confounding Environment

Mauricio Tec, Ana Trisovic, Michelle Audirac +4

Spatial confounding poses a significant challenge in scientific studies involving spatial data, where unobserved spatial variables can influence both treatment and outcome, possibl…

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