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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

3 papers

cs.CL2022★ 4 cited

Advancing an Interdisciplinary Science of Conversation: Insights from a Large Multimodal Corpus of Human Speech

Andrew Reece, Gus Cooney, Peter Bull +7

People spend a substantial portion of their lives engaged in conversation, and yet our scientific understanding of conversation is still in its infancy. In this report we advance a…

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…

stat.ME2020★ 8 cited

Naïve regression requires weaker assumptions than factor models to adjust for multiple cause confounding

Justin Grimmer, Dean Knox, Brandon M. Stewart

The empirical practice of using factor models to adjust for shared, unobserved confounders, Z, in observational settings with multiple treatments, A, is wides…

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