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researcher

V. DeGruttola

8 papers hereh-index 4012.4k citations142 works total

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

author position
  • middle author1
  • last author5

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

fields
  • stat.AP3
  • q-bio.QM2
  • stat.ME2
  • q-bio.GN1

identity via Semantic Scholar / OpenAlex

activity
20142021
most citedNovel Methods for the Analysis of Stepped Wedge Cluster Randomized Trials

31 citations · 57 across the 8 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

stat.AP2018

Bayesian method for inferring the impact of geographical distance on intensity of communication

Fei Li, Jukka-Pekka Onnela, Victor DeGruttola

Both theoretical models and empirical findings suggest that the intensity of communication among groups of people declines with their degree of geographical separation. There is so…

stat.AP2016

Leveraging Contact Network Information in Clustered Randomized Studies of Contagion Processes

Maxwell H Wang, Patrick Staples, Mélanie Prague +2

In a randomized study, leveraging covariates related to the outcome (e.g. disease status) may produce less variable estimates of the effect of exposure. For contagion processes ope…

stat.AP2014★ 8 cited

Flexible covariate-adjusted exact tests of randomized treatment effects with application to a trial of HIV education

Alisa J. Stephens, Eric J. Tchetgen Tchetgen, Victor De Gruttola

The primary goal of randomized trials is to compare the effects of different interventions on some outcome of interest. In addition to the treatment assignment and outcome, data on…

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