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references.bib
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references.bib
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@article{horvitz1952generalization,
title={A generalization of sampling without replacement from a finite universe},
author={Horvitz, Daniel G and Thompson, Donovan J},
journal={Journal of the American statistical Association},
volume={47},
number={260},
pages={663--685},
year={1952},
publisher={Taylor \& Francis},
url = {https://doi.org/10.1080/01621459.1952.10483446}
}
@article{rosenbaum1987model,
title={Model-based direct adjustment},
author={Rosenbaum, Paul R},
journal={Journal of the American Statistical Association},
volume={82},
number={398},
pages={387--394},
year={1987},
publisher={Taylor \& Francis},
url = {https://doi.org/10.1080/01621459.1987.10478441}
}
@article{crump2009dealing,
title={Dealing with limited overlap in estimation of average treatment effects},
author={Crump, Richard K and Hotz, V Joseph and Imbens, Guido W and Mitnik, Oscar A},
journal={Biometrika},
volume={96},
number={1},
pages={187--199},
year={2009},
publisher={Oxford University Press},
url = {https://doi.org/cnvwrh}
}
@article{lee2011weight,
title={Weight trimming and propensity score weighting},
author={Lee, Brian K and Lessler, Justin and Stuart, Elizabeth A},
journal={PloS one},
volume={6},
number={3},
pages={e18174},
year={2011},
publisher={Public Library of Science San Francisco, USA},
url = {https://doi.org/10.1371/journal.pone.0018174}
}
@article{hill2011bayesian,
title={Bayesian nonparametric modeling for causal inference},
author={Hill, Jennifer L},
journal={Journal of Computational and Graphical Statistics},
volume={20},
number={1},
pages={217--240},
year={2011},
publisher={Taylor \& Francis},
url = {https://doi.org/10.1198/jcgs.2010.08162}
}
@article{li2019addressing,
title={Addressing extreme propensity scores via the overlap weights},
author={Li, Fan and Thomas, Laine E and Li, Fan},
journal={American journal of epidemiology},
volume={188},
number={1},
pages={250--257},
year={2019},
publisher={Oxford University Press},
url = {https://doi.org/10.1093/aje/kwy201}
}
@inproceedings{potter1993effect,
title={The effect of weight trimming on nonlinear survey estimates},
author={Potter, Frank J},
booktitle={Proceedings of the American Statistical Association, Section on Survey Research Methods},
volume={758763},
year={1993},
organization={American Statistical Association Washington, DC}
}
@book{hastie2017generalized,
title={Generalized additive models},
author={Hastie, Trevor J and Tibshirani, Robert J},
year={2017},
publisher={Routledge}
}