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researcher

Louisa H. Smith

4 papers hereh-index 11540 citations29 works total

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

author position
  • first author2
  • middle author1
  • last author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME4

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedBounding bias due to selection

168 citations · 203 across the 4 of their papers we have counts for

collaborators

4 papers

stat.ME2023

Bayesian Safety Surveillance with Adaptive Bias Correction

Fan Bu, Martijn J. Schuemie, Akihiko Nishimura +7

Post-market safety surveillance is an integral part of mass vaccination programs. Typically relying on sequential analysis of real-world health data as they accrue, safety surveill…

stat.ME2021★ 1 cited

Identification of vaccine effects when exposure status is unknown

Mats J. Stensrud, Louisa H. Smith

Results from randomized controlled trials (RCTs) help determine vaccination strategies and related public health policies. However, defining and identifying estimands that can guid…

stat.ME2020★ 34 cited

Multiple-bias sensitivity analysis using bounds

Louisa H. Smith, Maya B. Mathur, Tyler J. VanderWeele

Unmeasured confounding, selection bias, and measurement error are well-known sources of bias in epidemiologic research. Methods for assessing these biases have their own limitation…

stat.ME2018★ 168 cited

Bounding bias due to selection

Louisa H. Smith, Tyler J. VanderWeele

When epidemiologic studies are conducted in a subset of the population, selection bias can threaten the validity of causal inference. This bias can occur whether or not that select…

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