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researcher

J. Huling

24 papers hereh-index 141.4k citations58 works total

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

author position
  • first author6
  • middle author8
  • last author10

Across the 24 of 24 papers where every author was matched, so the position is known.

fields
  • stat.ME19
  • stat.CO2
  • stat.ML2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedIndependence weights for causal inference with continuous treatments

32 citations · 84 across the 22 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ME2024

A Unified Framework for Causal Estimand Selection

Martha Barnard, Jared D. Huling, Julian Wolfson

Estimating the causal effect of a treatment or health policy with observational data can be challenging due to an imbalance of and a lack of overlap between treated and control cov…

stat.ME2024

Transportability of Principal Causal Effects

Justin M. Clark, Kollin W. Rott, James S. Hodges +1

Recent research in causal inference has made important progress in addressing challenges to the external validity of trial findings. Such methods weight trial participant data to m…

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