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researcher

K. Rudolph

16 papers hereh-index 303.2k citations115 works total

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

author position
  • first author11
  • middle author5

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • stat.ME13
  • stat.AP3
same name
  • K. Rudolph — 9 papers, h 1
  • K. Rudolph — 1 paper, h 17
  • K. Rudolph — 1 paper, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedNon-parametric efficient causal mediation with intermediate confounders

59 citations · 109 across the 16 of their papers we have counts for

collaborators
Showing 2017Show all

1 paper · 1 filter

stat.AP2017★ 16 cited

Robust and Flexible Estimation of Stochastic Mediation Effects: A Proposed Method and Example in a Randomized Trial Setting

Kara E. Rudolph, Oleg Sofrygin, Wenjing Zheng +1

Causal mediation analysis can improve understanding of the mechanisms underlying epidemiologic associations. However, the utility of natural direct and indirect effect estimation h…

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