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M. J. van der Laan

88 papers hereh-index 489.4k citations216 works total

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

author position
  • sole author1
  • first author4
  • middle author32
  • last author49

Across the 86 of 88 papers where every author was matched, so the position is known.

fields
  • stat.ME54
  • math.ST12
  • stat.AP9
  • stat.ML8
  • cs.LG2
  • stat.CO2
same name
  • M. J. van der Laan — 20 papers, h 64

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedPractical considerations for specifying a super learner

134 citations · 468 across the 85 of their papers we have counts for

collaborators
Showing stat.COShow all

2 papers · 1 filter

stat.CO2023★ 1 cited

concrete: Targeted Estimation of Survival and Competing Risks in Continuous Time

David Chen, Helene C. W. Rytgaard, Edwin C. H. Fong +4

This article introduces the R package concrete, which implements a recently developed targeted maximum likelihood estimator (TMLE) for the cause-specific absolute risks of time-to-…

stat.CO2017★ 3 cited

Conducting Simulations in Causal Inference with Networks-Based Structural Equation Models

Oleg Sofrygin, Romain Neugebauer, Mark J. van der Laan

The past decade has seen an increasing body of literature devoted to the estimation of causal effects in network-dependent data. However, the validity of many classical statistical…

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