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researcher

M. Hernán

5 papers here

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

author position
  • first author1
  • middle author1
  • last author2

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ME4
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedGeneralizing trial findings using nested trial designs with sub-sampling of non-randomized individuals

6 citations · 6 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2018

Data science is science's second chance to get causal inference right: A classification of data science tasks

Miguel A. Hernán, John Hsu, Brian Healy

Causal inference from observational data is the goal of many data analyses in the health and social sciences. However, academic statistics has often frowned upon data analyses with…

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