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Valentin Vancak

3 papers hereh-index 339 citations8 works total

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ME3
ORCID 0000-0001-8732-7353

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedSensitivity Analysis of G-estimators to Invalid Instrumental Variables

2 citations · 3 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ME2025

Definition, Identification, and Estimation of the Direct and Indirect Number Needed to Treat

Valentin Vancak, Arvid Sjölander

The number needed to treat (NNT) is an efficacy and effect size measure commonly used in epidemiological studies and meta-analyses. The NNT was originally defined as the average nu…

stat.ME2023★ 1 cited

Estimation of the Number Needed to Treat, the Number Needed to be Exposed, and the Exposure Impact Number with Instrumental Variables

Valentin Vancak, Arvid Sjölander

The Number needed to treat (NNT) is an efficacy index defined as the average number of patients needed to treat to attain one additional treatment benefit. In observational studies…

stat.ME2022★ 2 cited

Sensitivity Analysis of G-estimators to Invalid Instrumental Variables

Valentin Vancak, Arvid Sjölander

Instrumental variables regression is a tool that is commonly used in the analysis of observational data. The instrumental variables are used to make causal inference about the effe…

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