@book{vdl2011targeted,
  title = {Targeted Learning: Causal Inference for Observational and
    Experimental Data},
  author = {{van der Laan}, Mark J. and Rose, Sherri},
  year = {2011},
  publisher = {Springer Science \& Business Media}
}

@book{vdl2018targeted,
  title = {Targeted Learning in Data Science: Causal Inference for Complex
    Longitudinal Studies},
  author = {{van der Laan}, Mark J and Rose, Sherri},
  year = {2018},
  publisher = {Springer Science \& Business Media}
}

@article{smyth2004linear,
  doi = {10.2202/1544-6115.1027},
  url = {https://dx.doi.org/10.2202/1544-6115.1027},
  year  = {2004},
  month = {January},
  publisher = {Walter de Gruyter},
  volume = {3},
  number = {1},
  pages = {1--25},
  author = {Smyth, Gordon K.},
  title = {Linear Models and Empirical Bayes Methods for Assessing Differential
    Expression in Microarray Experiments},
  journal = {Statistical Applications in Genetics and Molecular Biology}
}

@article{hejazi2019generalization,
  doi = {},
  url = {https://arxiv.org/abs/1710.05451},
  year = {2019},
  publisher = {},
  volume = {},
  number = {},
  pages = {},
  author = {Hejazi, Nima S and {van der Laan}, Mark J and Hubbard, Alan E},
  title = {A generalization of moderated statistics to data adaptive
    semiparametric estimation in high-dimensional biology},
  journal = {under review}
}

@article{pollard2008supervised,
  title={Supervised distance matrices},
  author={Pollard, Katherine S and {van der Laan}, Mark J},
  journal={Statistical applications in genetics and molecular biology},
  volume={7},
  number={1},
  year={2008},
  publisher={De Gruyter}
}

@article{benjamini1995controlling,
  title={Controlling the false discovery rate: a practical and powerful
    approach to multiple testing},
  author={Benjamini, Yoav and Hochberg, Yosef},
  journal={Journal of the royal statistical society. Series B
    (Methodological)},
  pages={289--300},
  year={1995},
  publisher={JSTOR}
}

@book{pearl2000causality,
  title={Causality: Models, Reasoning, and Inference},
  author={Pearl, Judea},
  year={2000},
  publisher={Cambridge University Press}
}

@article{tuglus2009modified,
  doi = {10.2202/1544-6115.1397},
  url = {https://dx.doi.org/10.2202/1544-6115.1397},
  year  = {2009},
  month = {January},
  publisher = {Walter de Gruyter},
  volume = {8},
  number = {1},
  pages = {1--15},
  author = {Tuglus, Catherine and {van der Laan}, Mark J.},
  title = {Modified {FDR} Controlling Procedure for Multi-Stage Analyses},
  journal = {Statistical Applications in Genetics and Molecular Biology}
}

@book{tsiatis2007semiparametric,
  title={Semiparametric theory and missing data},
  author={Tsiatis, Anastasios},
  year={2007},
  publisher={Springer Science \& Business Media}
}

@article{rosenblum2009confidence,
  title={Confidence intervals for the population mean tailored to small sample
    sizes, with applications to survey sampling},
  author={Rosenblum, Michael A and {van der Laan}, Mark J},
  journal={The international journal of biostatistics},
  volume={5},
  number={1},
  year={2009},
  publisher={De Gruyter}
}

@article{bembom2009biomarker,
  title={Biomarker discovery using targeted maximum-likelihood estimation:
    Application to the treatment of antiretroviral-resistant HIV infection},
  author={Bembom, Oliver and Petersen, Maya L and Rhee, Soo-Yon and Fessel, W
    Jeffrey and Sinisi, Sandra E and Shafer, Robert W and {van der Laan}, Mark
    J},
  journal={Statistics in medicine},
  volume={28},
  number={1},
  pages={152--172},
  year={2009},
  publisher={Wiley Online Library}
}
