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researcher

Mark van der Laan

7 papers here

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

author position
  • sole author1
  • middle author2
  • last author3

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • stat.AP3
  • stat.ME2
  • cs.LG1
  • math.ST1
ORCID 0000-0003-1432-5511

identity via Semantic Scholar / OpenAlex

most citedA Causal Roadmap for Generating High-Quality Real-World Evidence

10 citations · 17 across the 7 of their papers we have counts for

collaborators
Showing stat.APShow all

3 papers · 1 filter

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.AP2023

A Causal Roadmap for Hybrid Randomized and Real-World Data Designs: Case Study of Semaglutide and Cardiovascular Outcomes

Lauren E Dang, Edwin Fong, Jens Magelund Tarp +6

Introduction: Increasing interest in real-world evidence has fueled the development of study designs incorporating real-world data (RWD). Using the Causal Roadmap, we specify three…

stat.AP2022

Evaluating and improving real-world evidence with Targeted Learning

Susan Gruber, Rachael V. Phillips, Hana Lee +2

Purpose: The Targeted Learning roadmap provides a systematic guide for generating and evaluating real-world evidence (RWE). From a regulatory perspective, RWE arises from diverse s…

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