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Elizabeth L. Ogburn

22 papers hereh-index 326.5k citations86 works total

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

author position
  • sole author1
  • first author5
  • middle author10
  • last author6

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • stat.ME17
  • stat.AP4
  • cs.LG1
same name
  • Elizabeth L. Ogburn — 4 papers, h 1

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
20142023
most citedThe magnitude and direction of collider bias for binary variables

16 citations · 86 across the 18 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

stat.ME2019

Comment on "Blessings of Multiple Causes"

Elizabeth L. Ogburn, Ilya Shpitser, Eric J. Tchetgen Tchetgen

(This comment has been updated to respond to Wang and Blei's rejoinder [arXiv:1910.07320].) The premise of the deconfounder method proposed in "Blessings of Multiple Causes" by Wan…

stat.AP2019

Network Dependence Can Lead to Spurious Associations and Invalid Inference

Youjin Lee, Elizabeth L. Ogburn

Researchers across the health and social sciences generally assume that observations are independent, even while relying on convenience samples that draw subjects from one or a sma…

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