Concepedia

Mark J. van der Laan

MJ

229

Publications

16.1K

Citations

65

H-Index

1996

Active since

Affiliations

University of California, Berkeley(Current)

University of California, San Francisco

Johns Hopkins University

Kaiser Permanente

Harvard University

Mark J. van der Laan is an author at University of California, Berkeley specializing in statistics, engineering, and statistical inference.

Top concepts

StatisticsStatistical InferenceEngineeringBiostatisticsPublic HealthMedicineCausal InferenceEstimation TheoryData ScienceEpidemiology

Publications per year

1996–2023

229

Publications

229

Super Learner

Mark J. van der Laan, Eric C. Polley, Alan Hubbard · Statistical Applications in Genetics and Molecular Biology · 2007 · 1.6K citations

Artificial Intelligence, Engineering, Machine Learning +13

Targeted Maximum Likelihood Learning

Mark J. van der Laan, Daniel B. Rubin · The International Journal of Biostatistics · 2006 · 810 citations · Full text

Parameter Estimation, Engineering, Machine Learning +16

Diagnosing and responding to violations in the positivity assumption

Maya L. Petersen, Kristin E. Porter, Susan Gruber et al. · Statistical Methods in Medical Research · 2010 · 521 citations · Full text

Engineering, Verification, Treatment Effect +17

Marginal Mean Models for Dynamic Regimes

Susan A. Murphy, Mark J. van der Laan, James M. Robins · Journal of the American Statistical Association · 2001 · 383 citations · Full text

Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study

Romain Pirracchio, Maya Petersen, Marco Carone et al. · The Lancet Respiratory Medicine · 2014 · 370 citations · Full text

Population-based Study, Intensive Care Units, Mortality Prediction +8

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