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references.bib
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@article{choi2019,
title = {A comparison of different methods to handle missing data in the context of propensity score analysis},
author = {Choi, Jungyeon and Dekkers, Olaf M. and le Cessie, Saskia},
year = {2019},
month = {01},
date = {2019-01},
journal = {European Journal of Epidemiology},
pages = {23--36},
volume = {34},
number = {1},
doi = {10.1007/s10654-018-0447-z},
note = {PMID: 30341708
PMCID: PMC6325992},
langid = {eng}
}
@article{mohan2021,
title = {Graphical Models for Processing Missing Data},
author = {Mohan, Karthika and Pearl, Judea},
year = {2021},
month = {04},
date = {2021-04-03},
journal = {Journal of the American Statistical Association},
pages = {1023--1037},
volume = {116},
number = {534},
doi = {10.1080/01621459.2021.1874961},
url = {https://doi.org/10.1080/01621459.2021.1874961},
note = {Publisher: Taylor & Francis
{\_}eprint: https://doi.org/10.1080/01621459.2021.1874961}
}
@article{naniar,
title = {Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations},
author = {Tierney, Nicholas and Cook, Dianne},
year = {2023},
date = {2023},
volume = {105},
doi = {10.18637/jss.v105.i07}
}
@article{mice,
title = {{\textbraceleft}mice{\textbraceright}: Multivariate Imputation by Chained Equations in R},
author = {van Buuren, Stef and Groothuis-Oudshoorn, Karin},
year = {2011},
date = {2011},
pages = {1--67},
volume = {45},
doi = {10.18637/jss.v045.i03}
}
@book{https://,
title = {https://stefvanbuuren.name/fimd/},
url = {https://stefvanbuuren.name/fimd/}
}
@article{Austin2019,
title = {Assessing covariate balance when using the generalized propensity score with quantitative or continuous exposures},
author = {Austin, Peter C},
year = {2018},
month = {02},
date = {2018-02-08},
journal = {Statistical Methods in Medical Research},
pages = {1365--1377},
volume = {28},
number = {5},
doi = {10.1177/0962280218756159},
url = {http://dx.doi.org/10.1177/0962280218756159},
langid = {en}
}
@article{little1988,
title = {A Test of Missing Completely at Random for Multivariate Data with Missing Values},
author = {Little, Roderick J. A.},
year = {1988},
month = {12},
date = {1988-12},
journal = {Journal of the American Statistical Association},
pages = {1198--1202},
volume = {83},
number = {404},
doi = {10.1080/01621459.1988.10478722},
url = {http://dx.doi.org/10.1080/01621459.1988.10478722},
langid = {en}
}
@article{hotelling1931,
title = {The Generalization of Student's Ratio},
author = {Hotelling, Harold},
year = {1931},
month = {08},
date = {1931-08},
journal = {The Annals of Mathematical Statistics},
pages = {360--378},
volume = {2},
number = {3},
doi = {10.1214/aoms/1177732979},
url = {http://dx.doi.org/10.1214/aoms/1177732979},
langid = {en}
}
@article{sondhia,
title = {Sondhi A*, Weberpals J*, Yerram P, Jiang C, Taylor MD, Samant M, Cherng S. A Systematic Approach Towards Missing Lab Data in Electronic Health Records: A Case Study in Non-Small Cell Lung Cancer and Multiple Myeloma. (Submitted)}
}
@article{sondhiarjun2023,
title = {A Systematic Approach Towards Missing Lab Data in Electronic Health Records: A Case Study in Non-Small Cell Lung Cancer and Multiple Myeloma. (accepted)},
author = {{Sondhi, Arjun}, },
year = {2023},
date = {2023}
}
@article{sondhi,
title = {A Systematic Approach Towards Missing Lab Data in Electronic Health Records: A Case Study in Non-Small Cell Lung Cancer and Multiple Myeloma. (accepted)},
author = {Sondhi, Arjun and Weberpals, Janick and Yerram, Prakirthi and Jiang, Chengsheng and Taylor, Michael D. and Samant, Meghna and Cherng, Sarah},
journal = {CPT Pharmacometrics Syst Pharmacol}
}