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Person Details: Mark J. van der Laan

Superfund Research Program

Mark J. van der Laan

University of California-Berkeley
School of Public Health
Division of Biostatistics
101 Haviland Hall #7358
Berkeley, California 94720-7358
Phone: 510-642-3241
Fax: 510-643-5163




  • Hejazi NS, Boileau P, van der Laan MJ, Hubbard AE. 2023. A generalization of moderated statistics to data adaptive semiparametric estimation in high-dimensional biology. Stat Methods Med Res 32(3):539-554. doi:10.1177/09622802221146313 PMID:36573044
  • McCoy D, Hubbard AE, van der Laan MJ. 2023. CVtreeMLE: efficient estimation of mixed exposures using data adaptive decision trees and cross-validated targeted maximum likelihood estimation in R. J Open Source Softw 8(82):4181. doi:10.21105/joss.04181 PMID:37398941 PMCID:PMC10312067
  • McCoy D, Schuler A, Hubbard AE, van der Laan MJ. 2023. SuperNOVA: semi-parametric identification and estimation of interaction and effect modification in mixed exposure using stochastic interventions in R. J Open Source Softw 8(91):5422. doi:10.21105/joss.05422


  • Ju C, Benkeser D, van der Laan MJ. 2019. Robust inference on the average treatment effect using the outcome highly adaptive lasso. Biometrics doi:10.1111/biom.13121 PMID:31350906


  • Hejazi NS, Phillips RV, Hubbard AE, van der Laan MJ. 2018. Methyvim: targeted, robust, and model-free differential methylation analysis in R. F1000 Biol Rep 7:1424. doi:10.12688/f1000research.16047.1
  • Ju C, Bibaut A, van der Laan MJ. 2018. The relative performance of ensemble methods with deep convolutional neural networks for image classification. Journal of Applied Statistics 45(15):2800-2818. doi:10.1080/02664763.2018.1441383





  • Chen J, van der Laan MJ, Smith MT, Hubbard AE. 2007. A comparison of methods to control type I errors in microarray studies. Stat Appl Genet Mol Biol 6:Article28. doi:10.2202/1544-6115.1310 PMID:18052911
  • van der Laan MJ, Polley EC, Hubbard AE. 2007. Super Learning. Stat Appl Genet Mol Biol 6(1):25.


  • Birkner MD, Hubbard AE, van der Laan MJ, Skibola CF, Hegedus CM, Smith MT. 2006. Issues of processing and multiple testing of SELDI-TOF MS proteomic data. Stat Appl Genet Mol Biol 5:Article11. doi:10.2202/1544-6115.1198 PMID:16646865
  • van der Laan MJ, Birkner MD, Hubbard AE. 2006. Empirical Bayes and resampling based multiple testing procedure controlling tail probability of the proportion of false positives. Stat Appl Genet Mol Biol 4(1):Article29. PMID:16646847
  • van der Laan MJ, Hubbard AE. 2006. Quantile-function based null distribution in resampling based multiple testing. Stat Appl Genet Mol Biol 5:Article14. doi:10.2202/1544-6115.1199 PMID:17049025
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