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Biometrics|April 28, 2018
Estimation of the optimal surrogate based on a randomized trialBrenda L Price, Peter B Gilbert, Mark J van der LaanThe International Journal of Biostatistics|July 7, 2011
Targeted maximum likelihood based causal inference: Part IIMark J van der LaanBiometrics|September 19, 2020
Efficient nonparametric inference on the effects of stochastic interventions under two-phase sampling, with applications to vaccine efficacy trialsNima S Hejazi, Mark J van der Laan, Holly E Janes, et al.Journal of Causal Inference|July 17, 2015
Causal Inference for a Population of Causally Connected UnitsMark J van der LaanThe International Journal of Biostatistics|February 12, 2014
Targeted estimation of nuisance parameters to obtain valid statistical inferenceMark J van der LaanThe International Journal of Biostatistics|April 3, 2012
Estimation based on case-control designs with known prevalence probabilityMark J van der LaanThe International Journal of Biostatistics|October 5, 2011
Targeted maximum likelihood based causal inference: Part IMark J van der LaanBMC Bioinformatics|August 19, 2011
Dimension reduction with gene expression data using targeted variable importance measurementHui Wang, Mark J van der LaanThe International Journal of Biostatistics|July 7, 2011
A targeted maximum likelihood estimator of a causal effect on a bounded continuous outcomeSusan Gruber, Mark J van der LaanThe International Journal of Biostatistics|July 7, 2011
An application of collaborative targeted maximum likelihood estimation in causal inference and genomicsSusan Gruber, Mark J van der LaanPageof 52