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David Madigan

2 papers hereh-index 83.9k citations18 works total

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

author position
  • middle author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • stat.ME1
  • stat.OT1

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

stat.ME2025

Identification and Estimation of Joint Potential Outcome Distributions from a Single Study

Zach Shahn, David Madigan

Most causal inference methods focus on estimating marginal average treatment effects, but many important causal estimands depend on the joint distribution of potential outcomes, in…

stat.OT2025

Statistics at a Crossroads; Who is for the Challenge?

Xuming He, David Madigan, Bin Yu +1

This project was sponsored by the National Science Foundation and organized by a steering committee and a group of theme leaders. The six-member steering committee, consisting of J…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.