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researcher

D. Knox

3 papers hereh-index 141.7k citations34 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • cs.CL1
same name
  • D. Knox — 2 papers, h 6

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
20202022
most citedNaïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding

8 citations · 15 across the 3 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ME2021★ 3 cited

An Automated Approach to Causal Inference in Discrete Settings

Guilherme Duarte, Noam Finkelstein, Dean Knox +2

When causal quantities cannot be point identified, researchers often pursue partial identification to quantify the range of possible values. However, the peculiarities of applied r…

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