README-refs.bib

@article{vdl2007super,
  title={Super learner},
  author={{van der Laan}, M.~J and Polley, E~C. and Hubbard, A~E.},
  journal={Statistical applications in genetics and molecular biology},
  volume={6},
  number={1},
  year={2007}
}

@phdthesis{jeremythesis,
  author       = {J~R Coyle}, 
  title        = {Computational Considerations for Targeted Learning},
  school       = {U.C. Berkeley},
  year         = {2017}
}

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

@article{cvtmle2010,
   author = {Zheng, W. and {van der Laan}, M.~J},
    title = "{Asymptotic Theory for Cross-validated Targeted Maximum Likelihood Estimation}",
  journal = {U.C. Berkeley Division of Biostatistics Working Paper Series.},
     year = 2010,
   adsurl = {https://biostats.bepress.com/ucbbiostat/paper273},
}

@article{luedtke2016super,
	Author = {Luedtke, A. and {van der Laan}, M.~J},
	Journal = {International Journal of Biostatistics},
	Note = {PMID: 27227726},
	Number = {1},
	Pages = {305--332},
	Title = {Super-learning of an optimal dynamic treatment rule},
	Volume = {12},
	Year = {2016}}
	
@article{vanderLaanLuedtke15,
	Author = {{van der Laan}, M.~J and Luedtke, A.},
	Journal = {Journal of Causal Inference},
	Note = {PMCID: PMC4517487},
	Number = {1},
	Pages = {61--95},
	Title = {Targeted learning of the mean outcome under an optimal dynamic treatment rule},
	Volume = {3},
	Year = {2015}}
	
@book{vdl2018targeted,
  title={Targeted Learning in Data Science: Causal Inference for Complex
    Longitudinal Studies},
  author={{van der Laan}, M.~J and Rose, S.},
  year={2018},
  publisher={Springer Science \& Business Media}
}	

@incollection{malenica2021opttx,  
    title = {Optimal Individualized Treatment Regimes},
    booktitle     = {Targeted Learning in R: Causal Data Science with the tlverse Software Ecosystem}, 
    author    = {Malenica, Ivana},  
    year = {2021},
    chapter = {8}
}