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researcher

D. Vock

8 papers hereh-index 344.3k citations166 works total

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

author position
  • middle author6

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • stat.ME5
  • stat.ML2
  • physics.med-ph1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedCohort-based T-SSIM Visual Computing for Radiation Therapy Prediction and Exploration

39 citations · 49 across the 8 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

stat.ME2023

Group LASSO Variable Selection Method for Treatment Effect Generalization

Chuyu Deng, Brandon Koch, David M. Vock +1

Often in public health, we are interested in the treatment effect of an intervention on a population that is systemically different from the experimental population the interventio…

stat.ME2023★ 1 cited

Estimating Longitudinal Causal Effects with Unobserved Noncompliance Using a Semi-Parametric G-computation Algorithm

Ross L Peterson, David M Vock, Joseph S Koopmeiners

Participant noncompliance, in which participants do not follow their assigned treatment protocol, often obscures the causal relationship between treatment and treatment effect in r…

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