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researcher

P. Zivich

21 papers hereh-index 161.2k citations92 works total

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

author position
  • sole author1
  • first author10
  • middle author7
  • last author1

Across the 19 of 21 papers where every author was matched, so the position is known.

fields
  • stat.ME14
  • stat.AP3
  • stat.OT2
  • cs.CY1
  • math.NT1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedMachine learning for causal inference: on the use of cross-fit estimators

94 citations · 144 across the 20 of their papers we have counts for

collaborators
Showing 2024Show all

2 papers · 1 filter

stat.ME2024

Structural Nested Mean Models Under Parallel Trends with Interference

Zach Shahn, Paul Zivich, Audrey Renson

Despite the common occurrence of interference in Difference-in-Differences (DiD) applications, standard DiD methods rely on an assumption that interference is absent, and comparati…

stat.ME2024

Double Robust Variance Estimation with Parametric Working Models

Bonnie E. Shook-Sa, Paul N. Zivich, Chanhwa Lee +5

Doubly robust estimators have gained popularity in the field of causal inference due to their ability to provide consistent point estimates when either an outcome or exposure model…

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