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README-refs.bib
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README-refs.bib
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@book{c1,
title={Targeted Learning in Data Science: Causal Inference for Complex
Longitudinal Studies},
author={{van der Laan}, Mark J and Rose, Sherri},
year={2017},
publisher={Springer Science \& Business Media}
}
@techreport{c2,
title={Robust Estimation of Data-Dependent Causal Effects based on Observing a Single Time-Series},
author={{van der Laan}, Mark J and Malenica, Ivana},
year = {2018},
}
@techreport{c3,
title={Oracle Inequality for Cross-validation Estimator Selector for Dependent Time-Ordered Experiments},
author={Malenica, Ivana and {van der Laan}, Mark J},
year = {2018},
}
@techreport{c4,
title={One-Step Targeted Minimum Loss-based Estimation Based on Universal
Least Favorable One-Dimensional Submodels.},
author={{van der Laan}, Mark J and Gruber, Susan},
year = {2016},
institution = {U.C. Berkeley Division of Biostatistics Working Paper Series},
month = {03},
number = {Working Paper 347.}
}
@techreport{c5,
title={Online {Targeted Learning}},
author={{van der Laan}, Mark J and Lendle, Samuel D},
year = {2014},
institution = {U.C. Berkeley Division of Biostatistics Working Paper Series},
month = {09},
number = {Working Paper 330}
}