Mark J. van der Laan

Author

Also Known As

Elier Delgado, Golin, Carol, Laan, M., Laan, Mark J. Van Der, M J Van Der Laan, M J van Der Laan, M J van der Laan, M. J. Van Der Laan, M. J. van der Laan, M. Laan

574

Publications

20.4K

Citations

H-Index

238

Concepts

All Affiliations

University of California, Berkeley University of California, San Francisco Johns Hopkins University Kaiser Permanente Harvard University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	46	76	8.3K
2	Management	6	6	389
3	Education	5	5	223
4	Business	4	4	456
5	Law	1	1	521

Mark J. van der Laan

229

Publications

16.1K

Citations

H-Index

Page 1

	Year	Citations
Super Learner Mark J. van der Laan, Eric C. Polley, Alan Hubbard Statistical Applications in Genetics and Molecular Biology Artificial IntelligenceEngineeringMachine LearningData ScienceComputational Learning Theory	2007	1.6K
Targeted Maximum Likelihood Learning Mark J. van der Laan, Daniel B. Rubin The International Journal of Biostatistics Parameter EstimationEngineeringMachine LearningSubstitution EstimatorData Science	2006	810
Diagnosing and responding to violations in the positivity assumption Maya L. Petersen, Kristin E. Porter, Susan Gruber, Statistical Methods in Medical Research EngineeringVerificationTreatment EffectLawQuasi-experiment	2010	521
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
Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study Romain Pirracchio, Maya Petersen, Marco Carone, The Lancet Respiratory Medicine Population-based StudyIntensive Care UnitsMortality PredictionPediatric Intensive CarePredictive Analytics	2014	370
Estimation of Direct Causal Effects Maya L. Petersen, Sandra E. Sinisi, Mark J. van der Laan Epidemiology Treatment EffectCausal InferencePreventive MedicineDirect EffectEconomic Analysis	2006	361
Why Match? Investigating Matched Case-Control Study Designs with Causal Effect Estimation Sherri Rose, Mark J. van der Laan The International Journal of Biostatistics Empirical Case StudyCausal Effect EstimationTreatment EffectQuasi-experimentMarginal Causal Effect	2009	296
Super Learning: An Application to the Prediction of HIV-1 Drug Resistance Sandra E. Sinisi, Eric C. Polley, Maya L. Petersen, Statistical Applications in Genetics and Molecular Biology Artificial IntelligenceEngineeringMachine LearningPrediction AlgorithmData Science	2007	245
Targeted Maximum Likelihood Based Causal Inference: Part II Mark J. van der Laan The International Journal of Biostatistics EngineeringMaximum Likelihood EstimationData ScienceTreatment EffectFunctional Data Analysis	2010	236
Unified Cross-Validation Methodology For Selection Among Estimators and a General Cross-Validated Adaptive Epsilon-Net Estimator: Finite Sample Oracle Inequalities and Examples Mark J. van der Laan, Sandrine Dudoit Collection of Biostatistics Research Archive	2003	209

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