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@book{vdl2011targeted,
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  title = {Targeted Learning: Causal Inference for Observational and
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    Experimental Data},
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  author = {{van der Laan}, Mark J. and Rose, Sherri},
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  year = {2011},
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  publisher = {Springer Science \& Business Media}
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}
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@book{vdl2018targeted,
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  title = {Targeted Learning in Data Science: Causal Inference for Complex
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    Longitudinal Studies},
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  author = {{van der Laan}, Mark J and Rose, Sherri},
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  year = {2018},
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  publisher = {Springer Science \& Business Media}
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}
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@article{smyth2004linear,
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  doi = {10.2202/1544-6115.1027},
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  url = {https://dx.doi.org/10.2202/1544-6115.1027},
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  year  = {2004},
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  month = {January},
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  publisher = {Walter de Gruyter},
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  volume = {3},
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  number = {1},
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  pages = {1--25},
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  author = {Smyth, Gordon K.},
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  title = {Linear Models and Empirical Bayes Methods for Assessing Differential
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    Expression in Microarray Experiments},
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  journal = {Statistical Applications in Genetics and Molecular Biology}
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}
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@article{hejazi2021generalization,
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  doi = {},
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  url = {https://arxiv.org/abs/1710.05451},
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  year = {2021},
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  publisher = {},
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  volume = {},
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  number = {},
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  pages = {},
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  author = {Hejazi, Nima S and {van der Laan}, Mark J and Hubbard, Alan E},
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  title = {A generalization of moderated statistics to data adaptive
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    semiparametric estimation in high-dimensional biology},
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  journal = {under review}
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}
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@article{pollard2008supervised,
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  title={Supervised distance matrices},
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  author={Pollard, Katherine S and {van der Laan}, Mark J},
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  journal={Statistical applications in genetics and molecular biology},
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  volume={7},
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  number={1},
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  year={2008},
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  publisher={De Gruyter}
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}
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@article{benjamini1995controlling,
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  title={Controlling the false discovery rate: a practical and powerful
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    approach to multiple testing},
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  author={Benjamini, Yoav and Hochberg, Yosef},
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  journal={Journal of the royal statistical society. Series B
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    (Methodological)},
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  pages={289--300},
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  year={1995},
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  publisher={JSTOR}
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}
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@book{pearl2000causality,
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  title={Causality: Models, Reasoning, and Inference},
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  author={Pearl, Judea},
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  year={2000},
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  publisher={Cambridge University Press}
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}
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@article{tuglus2009modified,
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  doi = {10.2202/1544-6115.1397},
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  url = {https://dx.doi.org/10.2202/1544-6115.1397},
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  year  = {2009},
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  month = {January},
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  publisher = {Walter de Gruyter},
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  volume = {8},
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  number = {1},
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  pages = {1--15},
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  author = {Tuglus, Catherine and {van der Laan}, Mark J.},
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  title = {Modified {FDR} Controlling Procedure for Multi-Stage Analyses},
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  journal = {Statistical Applications in Genetics and Molecular Biology}
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}
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@book{tsiatis2007semiparametric,
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  title={Semiparametric theory and missing data},
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  author={Tsiatis, Anastasios},
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  year={2007},
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  publisher={Springer Science \& Business Media}
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}
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@article{rosenblum2009confidence,
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  title={Confidence intervals for the population mean tailored to small sample
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    sizes, with applications to survey sampling},
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  author={Rosenblum, Michael A and {van der Laan}, Mark J},
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  journal={The international journal of biostatistics},
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  volume={5},
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  number={1},
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  year={2009},
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  publisher={De Gruyter}
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}
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@article{bembom2009biomarker,
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  title={Biomarker discovery using targeted maximum-likelihood estimation:
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    Application to the treatment of antiretroviral-resistant HIV infection},
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  author={Bembom, Oliver and Petersen, Maya L and Rhee, Soo-Yon and Fessel, W
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    Jeffrey and Sinisi, Sandra E and Shafer, Robert W and {van der Laan}, Mark
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    J},
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  journal={Statistics in medicine},
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  volume={28},
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  number={1},
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  pages={152--172},
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  year={2009},
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  publisher={Wiley Online Library}
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}