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Thomas Alexander Gerds

3 papers here

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

author position
  • middle author2
  • last author1

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

fields
  • stat.ME2
  • stat.AP1
ORCID 0000-0002-5955-816X

identity via Semantic Scholar / OpenAlex

most citedApplying the causal roadmap to longitudinal national Danish registry data: a case study of second-line diabetes medication and dementia

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

collaborators

3 papers

stat.AP2023★ 2 cited

Applying the causal roadmap to longitudinal national Danish registry data: a case study of second-line diabetes medication and dementia

Nerissa Nance, Andrew Mertens, Thomas Gerds +7

The causal roadmap is a formal framework for causal and statistical inference that supports clear specification of the causal question, interpretable and transparent statement of r…

stat.ME2023

Nonparametric estimation of the interventional disparity indirect effect among the exposed

Helene C. W. Rytgaard, Amalie Lykkemark Møller, Thomas A. Gerds

In situations with non-manipulable exposures, interventions can be targeted to shift the distribution of intermediate variables between exposure groups to define interventional dis…

stat.ME2023★ 1 cited

Targeted Maximum Likelihood Based Estimation for Longitudinal Mediation Analysis

Zeyi Wang, Lars van der Laan, Maya Petersen +3

Causal mediation analysis with random interventions has become an area of significant interest for understanding time-varying effects with longitudinal and survival outcomes. To ta…

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