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researcher

Marco Morucci

10 papers hereh-index 6120 citations18 works total

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

author position
  • first author5
  • middle author4
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • stat.ME6
  • stat.AP2
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedAlmost-Matching-Exactly for Treatment Effect Estimation under Network Interference

4 citations · 13 across the 10 of their papers we have counts for

collaborators
Showing 2020 · stat.APShow all

1 paper · 2 filters

stat.AP2020★ 1 cited

Matching Bounds: How Choice of Matching Algorithm Impacts Treatment Effects Estimates and What to Do about It

Marco Morucci, Cynthia Rudin

Many major works in social science employ matching to make causal conclusions, but different matches on the same data may produce different treatment effect estimates, even when th…

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