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Journal of Open Source Software|July 3, 2023
CVtreeMLE: Efficient Estimation of Mixed Exposures using Data Adaptive Decision Trees and Cross-Validated Targeted Maximum Likelihood Estimation in RDavid McCoy, Alan Hubbard, Mark Van der LaanJournal of Applied Statistics|October 22, 2019
The Relative Performance of Ensemble Methods with Deep Convolutional Neural Networks for Image ClassificationCheng Ju, Aurélien Bibaut, Mark van der LaanElectronic Journal of Statistics|August 18, 2015
Computationally efficient confidence intervals for cross-validated area under the ROC curve estimatesErin LeDell, Maya Petersen, Mark van der LaanStatistical Applications in Genetics and Molecular Biology|October 20, 2006
A method to increase the power of multiple testing procedures through sample splittingDaniel Rubin, Sandrine Dudoit, Mark van der LaanFood and Drug Law Journal|March 15, 2014
Accounting for heterogeneous treatment effects in the FDA approval processAnup Malani, Oliver Bembom, Mark van der LaanAmerican Journal of Epidemiology|December 18, 2014
Improving propensity score estimators' robustness to model misspecification using super learnerRomain Pirracchio, Maya L Petersen, Mark van der LaanBioinformatics (Oxford, England)|April 9, 2010
partDSA: deletion/substitution/addition algorithm for partitioning the covariate space in predictionAnnette M Molinaro, Karen Lostritto, Mark van der LaanBioinformatics (Oxford, England)|September 10, 2002
Identification of regulatory elements using a feature selection methodSündüz Keleş, Mark van der Laan, Michael B EisenStatistics in Medicine|April 7, 2017
Constrained binary classification using ensemble learning: an application to cost-efficient targeted PrEP strategiesWenjing Zheng, Laura Balzer, Mark van der Laan, et al.Epidemiology (Cambridge, Mass.)|April 1, 2009
Leisure-time physical activity and all-cause mortality in an elderly cohortOliver Bembom, Mark van der Laan, Thaddeus Haight, et al.Pageof 12