citations.bib

@article{greifer2021choosing,
  title={Choosing the Estimand When Matching or Weighting in Observational Studies},
  author={Greifer, Noah and Stuart, Elizabeth A},
  journal={arXiv preprint arXiv:2106.10577},
  year={2021}
}

@misc{Riederer_2020, 
  title={Column names as contracts}, 
  url={https://emilyriederer.netlify.app/post/column-name-contracts/}, 
  journal={Emily Riederer}, 
  publisher={Emily Riederer}, 
  author={Riederer, Emily}, 
  year={2020}, 
  month={Sep}} 

@misc{mcgowan2023causal,
      title={Causal inference is not just a statistics problem}, 
      author={Lucy D'Agostino McGowan and Travis Gerke and Malcolm Barrett},
      year={2023},
      eprint={2304.02683},
      archivePrefix={arXiv},
      primaryClass={stat.ME}
}

@article{godtfredsen2005effect,
  title={Effect of smoking reduction on lung cancer risk},
  author={Godtfredsen, Nina S and Prescott, Eva and Osler, Merete},
  journal={Jama},
  volume={294},
  number={12},
  pages={1505--1510},
  year={2005},
  publisher={American Medical Association}
}

@article{hernan2016using,
  title={Using big data to emulate a target trial when a randomized trial is not available},
  author={Hern{\'a}n, Miguel A and Robins, James M},
  journal={American journal of epidemiology},
  volume={183},
  number={8},
  pages={758--764},
  year={2016},
  publisher={Oxford University Press}
}

@misc{split,
title = {Split Decision}, 
  url={https://www.simonandschuster.com/books/Split-Decision/Ice-T/9781982148775}, year = {2022},
  journal={Book by Ice-T, Spike, Douglas Century | Official Publisher Page | Simon & Schuster}
  } 

@book{imbens2015causal,
  title={Causal inference in statistics, social, and biomedical sciences},
  author={Imbens, Guido W and Rubin, Donald B},
  year={2015},
  publisher={Cambridge University Press}
}

@article{rubin1974estimating,
  title={Estimating causal effects of treatments in randomized and nonrandomized studies.},
  author={Rubin, Donald B},
  journal={Journal of educational Psychology},
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  pages={688},
  year={1974},
  publisher={American Psychological Association}
}


@article{williamson2014variance,
  title={Variance reduction in randomised trials by inverse probability weighting using the propensity score},
  author={Williamson, Elizabeth J and Forbes, Andrew and White, Ian R},
  journal={Statistics in medicine},
  volume={33},
  number={5},
  pages={721--737},
  year={2014},
  publisher={Wiley Online Library}
}
@phdthesis{d2018improving,
  title={Improving Modern Techniques of Causal Inference: Finite Sample Performance of ATM and ATO Doubly Robust Estimators, Variance Estimation for ATO Estimators, and Contextualized Tipping Point Sensitivity Analyses for Unmeasured Confounding},
  author={D'Agostino McGowan, Lucy},
  year={2018}
}
@book{samuels2017aspects,
  title={Aspects of Causal Inference within the Evenly Matchable Population: The Average Treatment Effect on the Evenly Matchable Units, Visually Guided Cohort Selection, and Bagged One-to-One Matching},
  author={Samuels, Lauren Ruth},
  year={2017},
  publisher={Vanderbilt University}
}
@article{rosenbaum1983central,
  title={The central role of the propensity score in observational studies for causal effects},
  author={Rosenbaum, Paul R and Rubin, Donald B},
  journal={Biometrika},
  volume={70},
  number={1},
  pages={41--55},
  year={1983},
  publisher={Oxford University Press}
}
@article{DingMiratrix2015,
author = {Peng Ding and Luke W. Miratrix},
doi = {doi:10.1515/jci-2013-0021},
url = {https://doi.org/10.1515/jci-2013-0021},
title = {To Adjust or Not to Adjust? Sensitivity Analysis of M-Bias and Butterfly-Bias},
journal = {Journal of Causal Inference},
number = {1},
volume = {3},
year = {2015},
pages = {41--57}
}
@book{hernan2021,
	title = {Causal Inference: What If?},
	author = {{Hernán}, M. A. and Robins, J. M.},
	year = {2021},
	date = {2021},
	publisher = {Chapman Hall/CRC},
	address = {Boca Raton}
}



@article{Myers2011,
	title = {Effects of Adjusting for Instrumental Variables on Bias and Precision of Effect Estimates},
	author = {Myers, Jessica A. and Rassen, Jeremy A. and Gagne, Joshua J. and Huybrechts, Krista F. and Schneeweiss, Sebastian and Rothman, Kenneth J. and Joffe, Marshall M. and Glynn, Robert J.},
	year = {2011},
	month = {10},
	date = {2011-10-24},
	journal = {American Journal of Epidemiology},
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	volume = {174},
	number = {11},
	doi = {10.1093/aje/kwr364},
	url = {http://dx.doi.org/10.1093/aje/kwr364},
	langid = {en}
}

@article{gettleman2015,
	title = {Meant to Keep Malaria Out, Mosquito Nets Are Used to Haul Fish In},
	author = {Gettleman, Jeffrey},
	year = {2015},
	month = {01},
	date = {2015-01-24},
	journal = {The New York Times},
	url = {https://www.nytimes.com/2015/01/25/world/africa/mosquito-nets-for-malaria-spawn-new-epidemic-overfishing.html},
	langid = {canadian}
}

@misc{thehist,
	title = {The History of {Herodotus}},
	author = {Herodotus},
	url = {https://www.gutenberg.org/files/2707/2707-h/2707-h.htm}
}


@article{cohen2010,
	title = {Free Distribution or Cost-Sharing? Evidence from a Randomized Malaria Prevention Experiment*},
	author = {Cohen, Jessica and Dupas, Pascaline},
	year = {2010},
	month = {02},
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	volume = {125},
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	doi = {10.1162/qjec.2010.125.1.1},
	url = {https://doi.org/10.1162/qjec.2010.125.1.1}
}

@Article{haber_causal_language,
   Author="Haber, N. A.  and Wieten, S. E.  and Rohrer, J. M.  and Arah, O. A.  and Tennant, P. W. G.  and Stuart, E. A.  and Murray, E. J.  and Pilleron, S.  and Lam, S. T.  and Riederer, E.  and Howcutt, S. J.  and Simmons, A. E.  and Leyrat, C.  and Schoenegger, P.  and Booman, A.  and Dufour, M. K.  and O'Donoghue, A. L.  and Baglini, R.  and Do, S.  and Takashima, M. R.  and Evans, T. R.  and Rodriguez-Molina, D.  and Alsalti, T. M.  and Dunleavy, D. J.  and Meyerowitz-Katz, G.  and Antonietti, A.  and Calvache, J. A.  and Kelson, M. J.  and Salvia, M. G.  and Parra, C. O.  and Khalatbari-Soltani, S.  and McLinden, T.  and Chatton, A.  and Seiler, J.  and Steriu, A.  and Alshihayb, T. S.  and Twardowski, S. E.  and Dabravolskaj, J.  and Au, E.  and Hoopsick, R. A.  and Suresh, S.  and Judd, N.  and a, S.  and Axfors, C.  and Khan, P.  and Rivera Aguirre, A. E.  and Odo, N. U.  and Schmid, I.  and Fox, M. P. ",
   Title="{{C}ausal and {A}ssociational {L}anguage in {O}bservational {H}ealth {R}esearch: {A} {S}ystematic {E}valuation}",
   Journal="Am J Epidemiol",
   Year="2022",
   Volume="191",
   Number="12",
   Pages="2084--2097",
   Month="Nov"
}

@article{lengeler2004,
	title = {Insecticide-treated bed nets and curtains for preventing malaria},
	author = {Lengeler, C.},
	year = {2004},
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	journal = {The Cochrane Database of Systematic Reviews},
	pages = {CD000363},
	number = {2},
	doi = {10.1002/14651858.CD000363.pub2},
	note = {PMID: 15106149},
	langid = {eng}
}

@article{pryce2018,
	title = {Insecticide{-}treated nets for preventing malaria},
	author = {Pryce, Joseph and Richardson, Marty and Lengeler, Christian},
	year = {2018},
	date = {2018},
	journal = {Cochrane Database of Systematic Reviews},
	number = {11},
	doi = {10.1002/14651858.CD000363.pub3},
	url = {https://www.cochranelibrary.com/cdsr/doi/10.1002/14651858.CD000363.pub3/full},
	note = {Publisher: John Wiley & Sons, Ltd},
	langid = {en}
}

@misc{mosquito,
	title = {Mosquito Net Use in Early Childhood and Survival to Adulthood in Tanzania | NEJM},
	url = {https://www.nejm.org/doi/full/10.1056/NEJMoa2112524}
}

@misc{worldma,
	title = {World malaria report 2021},
	year = {2021},
	url = {https://www.who.int/teams/global-malaria-programme/reports/world-malaria-report-2021},
	langid = {en}
}

@article{howard2000,
	title = {Evidence for a mass community effect of insecticide-treated bednets on the incidence of malaria on the Kenyan coast},
	author = {Howard, S. C. and Omumbo, J. and Nevill, C. and Some, E. S. and Donnelly, C. A. and Snow, R. W.},
	year = {2000},
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	doi = {10.1016/s0035-9203(00)90103-2},
	note = {PMID: 11127232},
	langid = {eng}
}

@article{nevill1996,
	title = {Insecticide-treated bednets reduce mortality and severe morbidity from malaria among children on the Kenyan coast},
	author = {Nevill, C. G. and Some, E. S. and {Mung'ala}, V. O. and Mutemi, W. and New, L. and Marsh, K. and Lengeler, C. and Snow, R. W.},
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	date = {1996-04},
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	note = {PMID: 8665377},
	langid = {eng}
}

@article{hawley2003,
	title = {Community-wide effects of permethrin-treated bed nets on child mortality and malaria morbidity in western Kenya},
	author = {Hawley, William A. and Phillips-Howard, Penelope A. and ter Kuile, Feiko O. and Terlouw, Dianne J. and Vulule, John M. and Ombok, Maurice and Nahlen, Bernard L. and Gimnig, John E. and Kariuki, Simon K. and Kolczak, Margarette S. and Hightower, Allen W.},
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	note = {PMID: 12749495},
	langid = {eng}
}

@article{arama2015,
	title = {Genetic Resistance to Malaria Is Associated With Greater Enhancement of Immunoglobulin (Ig)M Than IgG Responses to a Broad Array of Plasmodium falciparum Antigens},
	author = {Arama, Charles and Skinner, Jeff and Doumtabe, Didier and Portugal, Silvia and Tran, Tuan M. and Jain, Aarti and Traore, Boubacar and Doumbo, Ogobara K. and Davies, David Huw and Troye-Blomberg, Marita and Dolo, Amagana and Felgner, Philip L. and Crompton, Peter D.},
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	note = {PMID: 26361633
PMCID: PMC4564391},
	langid = {eng}
}

@article{Hernan2018,
	title = {The C-Word: Scientific Euphemisms Do Not Improve Causal Inference From Observational Data},
	author = {{Hernán}, Miguel A.},
	year = {2018},
	month = {05},
	date = {2018-05},
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	pages = {616--619},
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	doi = {10.2105/ajph.2018.304337},
	url = {http://dx.doi.org/10.2105/AJPH.2018.304337},
	langid = {en}
}

@article{hernan2019,
	title = {A Second Chance to Get Causal Inference Right: A Classification of Data Science Tasks},
	author = {{Hernán}, Miguel A. and Hsu, John and Healy, Brian},
	year = {2019},
	month = {01},
	date = {2019-01-02},
	journal = {CHANCE},
	pages = {42--49},
	volume = {32},
	number = {1},
	doi = {10.1080/09332480.2019.1579578},
	url = {http://dx.doi.org/10.1080/09332480.2019.1579578},
	langid = {en}
}

@article{owidforestsanddeforestation,
    author = {Hannah Ritchie and Max Roser},
    title = {Forests and Deforestation},
    journal = {Our World in Data},
    year = {2021},
    note = {https://ourworldindata.org/forests-and-deforestation}
}

@article{Miller2004,
	title = {Prevalence of Chlamydial and Gonococcal Infections Among Young Adults in the United States},
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	langid = {en}
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@article{Gartner2020,
	title = {Integrating Surveillance Data to Estimate Race/Ethnicity-specific Hysterectomy Inequalities Among Reproductive-aged Women},
	author = {Gartner, Danielle R. and Delamater, Paul L. and Hummer, Robert A. and Lund, Jennifer L. and Pence, Brian W. and Robinson, Whitney R.},
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	url = {http://dx.doi.org/10.1097/EDE.0000000000001171},
	langid = {en}
}

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	langid = {en}
}


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@book{Kuhn_Silge_2022, title={Tidy modeling with R: A framework for modeling in the Tidyverse}, publisher={O’Reilly}, author={Kuhn, Max and Silge, Julia}, year={2022}} 

@book{James_Witten_Hastie_Tibshirani_2022, place={Boston}, title={An introduction to statistical learning: With applications in R}, publisher={Springer}, author={James, Gareth and Witten, Daniela and Hastie, Trevor and Tibshirani, Robert}, year={2022}} 

@article{steck2021,
	title = {Deep learning for recommender systems: A Netflix case study},
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	langid = {en}
}

@article{Wynants2020,
	title = {Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal},
	author = {Wynants, Laure and Van Calster, Ben and Collins, Gary S and Riley, Richard D and Heinze, Georg and Schuit, Ewoud and Albu, Elena and Arshi, Banafsheh and Bellou, Vanesa and Bonten, Marc M J and Dahly, Darren L and Damen, Johanna A and Debray, Thomas P A and de Jong, Valentijn M T and De Vos, Maarten and Dhiman, Paula and Ensor, Joie and Gao, Shan and Haller, Maria C and Harhay, Michael O and Henckaerts, Liesbet and Heus, Pauline and Hoogland, Jeroen and Hudda, Mohammed and Jenniskens, Kevin and Kammer, Michael and Kreuzberger, Nina and Lohmann, Anna and Levis, Brooke and Luijken, Kim and Ma, Jie and Martin, Glen P and McLernon, David J and Navarro, Constanza L Andaur and Reitsma, Johannes B and Sergeant, Jamie C and Shi, Chunhu and Skoetz, Nicole and Smits, Luc J M and Snell, Kym I E and Sperrin, Matthew and Spijker, {René} and Steyerberg, Ewout W and Takada, Toshihiko and Tzoulaki, Ioanna and van Kuijk, Sander M J and van Bussel, Bas C T and van der Horst, Iwan C C and Reeve, Kelly and van Royen, Florien S and Verbakel, Jan Y and Wallisch, Christine and Wilkinson, Jack and Wolff, Robert and Hooft, Lotty and Moons, Karel G M and van Smeden, Maarten},
	year = {2020},
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	date = {2020-04-07},
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	pages = {m1328},
	doi = {10.1136/bmj.m1328},
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	langid = {en}
}

@article{Gupta2021,
	title = {Development and validation of the ISARIC 4C Deterioration model for adults hospitalised with COVID-19: a prospective cohort study},
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