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@article{DBLP:journals/eor/VairettiGM24,
author = {Carla Vairetti and
Franco Gennaro and
Sebasti{\'{a}}n Maldonado},
title = {Propensity score oversampling and matching for uplift modeling},
journal = {Eur. J. Oper. Res.},
volume = {316},
number = {3},
pages = {1058--1069},
year = {2024},
url = {https://doi.org/10.1016/j.ejor.2024.03.024},
doi = {10.1016/J.EJOR.2024.03.024},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eor/VairettiGM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/BodiSSECBGR24,
author = {Mar{\'{\i}}a Bod{\'{\i}} and
Manuel A. Samper and
Gonzalo Sirgo and
Federico Esteban and
Laura Canadell and
Julen Berrueta and
Josep G{\'{o}}mez and
Alejandro Rodr{\'{\i}}guez},
title = {Assessing the impact of real-time random safety audits through full
propensity score matching on reliable data from the clinical information
system},
journal = {Int. J. Medical Informatics},
volume = {184},
pages = {105352},
year = {2024},
url = {https://doi.org/10.1016/j.ijmedinf.2024.105352},
doi = {10.1016/J.IJMEDINF.2024.105352},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmi/BodiSSECBGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmi/SantosMYAK24,
author = {Fabiana C. Dos Santos and
Tamara Goncalves Rezende Macieira and
Yingwei Yao and
Monika Ardelt and
Gail M. Keenan},
title = {The impact of spiritual care delivered by nurses on patients' comfort:
{A} propensity score matched cohort utilizing electronic health record
data},
journal = {Int. J. Medical Informatics},
volume = {183},
pages = {105319},
year = {2024},
url = {https://doi.org/10.1016/j.ijmedinf.2023.105319},
doi = {10.1016/J.IJMEDINF.2023.105319},
timestamp = {Thu, 29 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijmi/SantosMYAK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/LiuGSRWH24,
author = {Qiuling Liu and
Lei Guo and
Yiping Sun and
Linlin Ren and
Xinhua Wang and
Xiaohui Han},
title = {Do scholars' collaborative tendencies impact the quality of their
publications? {A} generalized propensity score matching analysis},
journal = {J. Informetrics},
volume = {18},
number = {1},
pages = {101487},
year = {2024},
url = {https://doi.org/10.1016/j.joi.2023.101487},
doi = {10.1016/J.JOI.2023.101487},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/joi/LiuGSRWH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/peerj-cs/LiX24,
author = {Shengnan Li and
Lei Xue},
title = {The application of the propensity score matching method in stock prediction
among stocks within the same industry},
journal = {PeerJ Comput. Sci.},
volume = {10},
pages = {e1819},
year = {2024},
url = {https://doi.org/10.7717/peerj-cs.1819},
doi = {10.7717/PEERJ-CS.1819},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/peerj-cs/LiX24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/MastroianniCPTBAFMDBGFPPMLGS24,
author = {Riccardo Mastroianni and
Giuseppe Chiacchio and
Leonard Perpepaj and
Gabriele Tuderti and
Aldo Brassetti and
Umberto Anceschi and
Mariaconsiglia Ferriero and
Leonardo Misuraca and
Simone D'Annunzio and
Alfredo Maria Bove and
Salvatore Guaglianone and
Rocco Simone Flammia and
Flavia Proietti and
Marco Pula and
Giulio Milanese and
Costantino Leonardo and
Andrea Benedetto Galosi and
Giuseppe Simone},
title = {Comparison of Perioperative, Functional, and Oncologic Outcomes of
Open vs. Robot-Assisted Off-Clamp Partial Nephrectomy: {A} Propensity
Scored Match Analysis},
journal = {Sensors},
volume = {24},
number = {9},
pages = {2822},
year = {2024},
url = {https://doi.org/10.3390/s24092822},
doi = {10.3390/S24092822},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/MastroianniCPTBAFMDBGFPPMLGS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewgdss/DeliasTM24,
author = {Pavlos Delias and
Dimitrios Trygoniaris and
Nikolaos Mittas},
editor = {S{\'{e}}rgio{-}Pedro Duarte and
Ant{\'{o}}nio Lobo and
Boris Delibasic and
Daouda Kamissoko},
title = {A Tool to Support Propensity Score Weighting for Enhanced Causal Inference
in Business Processes},
booktitle = {Decision Support Systems {XIV.} Human-Centric Group Decision, Negotiation
and Decision Support Systems for Societal Transitions - 10th International
Conference on Decision Support System Technology, {ICDSST} 2024, Porto,
Portugal, June 3-5, 2024, Proceedings},
series = {Lecture Notes in Business Information Processing},
volume = {506},
pages = {15--30},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-59376-5\_2},
doi = {10.1007/978-3-031-59376-5\_2},
timestamp = {Mon, 06 May 2024 13:26:41 +0200},
biburl = {https://dblp.org/rec/conf/ewgdss/DeliasTM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Fakoor0LCS24,
author = {Rasool Fakoor and
Jonas Mueller and
Zachary Chase Lipton and
Pratik Chaudhari and
Alex Smola},
title = {Time-Varying Propensity Score to Bridge the Gap between the Past and
Present},
booktitle = {The Twelfth International Conference on Learning Representations,
{ICLR} 2024, Vienna, Austria, May 7-11, 2024},
publisher = {OpenReview.net},
year = {2024},
url = {https://openreview.net/forum?id=m0x0rv6Iwm},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Fakoor0LCS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/DokoupilPB24,
author = {Patrik Dokoupil and
Ladislav Peska and
Ludovico Boratto},
editor = {Grace Hui Yang and
Hongning Wang and
Sam Han and
Claudia Hauff and
Guido Zuccon and
Yi Zhang},
title = {{SM-RS:} Single- and Multi-Objective Recommendations with Contextual
Impressions and Beyond-Accuracy Propensity Scores},
booktitle = {Proceedings of the 47th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2024, Washington
DC, USA, July 14-18, 2024},
pages = {988--995},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3626772.3657863},
doi = {10.1145/3626772.3657863},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/DokoupilPB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01595,
author = {Johnny Xi and
Jason S. Hartford},
title = {Propensity Score Alignment of Unpaired Multimodal Data},
journal = {CoRR},
volume = {abs/2404.01595},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.01595},
doi = {10.48550/ARXIV.2404.01595},
eprinttype = {arXiv},
eprint = {2404.01595},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-01595.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/CarryVVKDBLYNK23,
author = {Patrick M. Carry and
Tim Vigers and
Lauren A. Vanderlinden and
Carson Keeter and
Fran Dong and
Teresa Buckner and
Elizabeth Litkowski and
Ivana Yang and
Jill M. Norris and
Katherina J. Kechris},
title = {Propensity scores as a novel method to guide sample allocation and
minimize batch effects during the design of high throughput experiments},
journal = {{BMC} Bioinform.},
volume = {24},
number = {1},
pages = {86},
year = {2023},
url = {https://doi.org/10.1186/s12859-023-05202-6},
doi = {10.1186/S12859-023-05202-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/CarryVVKDBLYNK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/CharoenkwanCSOMS23,
author = {Phasit Charoenkwan and
Pramote Chumnanpuen and
Nalini Schaduangrat and
Changmin Oh and
Balachandran Manavalan and
Watshara Shoombuatong},
title = {{PSRQSP:} An effective approach for the interpretable prediction of
quorum sensing peptide using propensity score representation learning},
journal = {Comput. Biol. Medicine},
volume = {158},
pages = {106784},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2023.106784},
doi = {10.1016/J.COMPBIOMED.2023.106784},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/CharoenkwanCSOMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/CharoenkwanPNHM23,
author = {Phasit Charoenkwan and
Chonlatip Pipattanaboon and
Chanin Nantasenamat and
Md Mehedi Hasan and
Mohammad Ali Moni and
Pietro Lio' and
Watshara Shoombuatong},
title = {{PSRTTCA:} {A} new approach for improving the prediction and characterization
of tumor {T} cell antigens using propensity score representation learning},
journal = {Comput. Biol. Medicine},
volume = {152},
pages = {106368},
year = {2023},
url = {https://doi.org/10.1016/j.compbiomed.2022.106368},
doi = {10.1016/J.COMPBIOMED.2022.106368},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cbm/CharoenkwanPNHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/CollierLZ23,
author = {Zachary K. Collier and
Walter L. Leite and
Haobai Zhang},
title = {Estimating propensity scores using neural networks and traditional
methods: a comparative simulation study},
journal = {Commun. Stat. Simul. Comput.},
volume = {52},
number = {9},
pages = {4545--4560},
year = {2023},
url = {https://doi.org/10.1080/03610918.2021.1963455},
doi = {10.1080/03610918.2021.1963455},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/CollierLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/KohT23,
author = {Woon Yuen Koh and
Chunhao Tu},
title = {A hybrid generalized propensity score approach for observational studies},
journal = {Commun. Stat. Simul. Comput.},
volume = {52},
number = {9},
pages = {4459--4468},
year = {2023},
url = {https://doi.org/10.1080/03610918.2021.1963451},
doi = {10.1080/03610918.2021.1963451},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/KohT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lp/ZongHD23,
author = {Qian{-}Jin Zong and
Zhihong Huang and
Zhijun Deng},
title = {Do graphical abstracts on a publisher's official website have an effect
on articles' usage and citations? {A} propensity score matching analysis},
journal = {Learn. Publ.},
volume = {36},
number = {2},
pages = {266--274},
year = {2023},
url = {https://doi.org/10.1002/leap.1523},
doi = {10.1002/LEAP.1523},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lp/ZongHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChattopadhyayKA23,
author = {Sayantan Chattopadhyay and
Chandrai Kayal and
Satyen Abrol},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{VAM:} Value Propensity Score For User Acquisition Marketing Campaign},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {8--15},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00009},
doi = {10.1109/ICDMW60847.2023.00009},
timestamp = {Tue, 13 Feb 2024 13:22:54 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChattopadhyayKA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChenH023,
author = {Liangwei Chen and
Valentin Hartmann and
Robert West},
editor = {Yu{-}Ru Lin and
Meeyoung Cha and
Daniele Quercia},
title = {DiPPS: Differentially Private Propensity Scores for Bias Correction},
booktitle = {Proceedings of the Seventeenth International {AAAI} Conference on
Web and Social Media, {ICWSM} 2023, Limassol, Cyprus, June 5-8, 2023},
pages = {114--125},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icwsm.v17i1.22131},
doi = {10.1609/ICWSM.V17I1.22131},
timestamp = {Mon, 03 Jun 2024 16:33:42 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ChenH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChuCC0R23,
author = {Zhixuan Chu and
Mechelle Claridy and
Jos{\'{e}} Cordero and
Sheng Li and
Stephen L. Rathbun},
editor = {Shashi Shekhar and
Zhi{-}Hua Zhou and
Yao{-}Yi Chiang and
Gregor Stiglic},
title = {Estimating Propensity Scores with Deep Adaptive Variable Selection},
booktitle = {Proceedings of the 2023 {SIAM} International Conference on Data Mining,
{SDM} 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29,
2023},
pages = {730--738},
publisher = {{SIAM}},
year = {2023},
url = {https://doi.org/10.1137/1.9781611977653.ch82},
doi = {10.1137/1.9781611977653.CH82},
timestamp = {Tue, 17 Oct 2023 16:39:08 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChuCC0R23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-08722,
author = {Chen Xu and
Jun Xu and
Xu Chen and
Zhenghua Dong and
Ji{-}Rong Wen},
title = {Dually Enhanced Propensity Score Estimation in Sequential Recommendation},
journal = {CoRR},
volume = {abs/2303.08722},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.08722},
doi = {10.48550/ARXIV.2303.08722},
eprinttype = {arXiv},
eprint = {2303.08722},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-08722.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00382,
author = {Shachi Deshpande and
Volodymyr Kuleshov},
title = {Calibrated Propensity Scores for Causal Effect Estimation},
journal = {CoRR},
volume = {abs/2306.00382},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.00382},
doi = {10.48550/ARXIV.2306.00382},
eprinttype = {arXiv},
eprint = {2306.00382},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-00382.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-07781,
author = {Kiana Farhadyar and
Federico Bonofiglio and
Maren Hackenberg and
Daniela Z{\"{o}}ller and
Harald Binder},
title = {Combining propensity score methods with variational autoencoders for
generating synthetic data in presence of latent sub-groups},
journal = {CoRR},
volume = {abs/2312.07781},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.07781},
doi = {10.48550/ARXIV.2312.07781},
eprinttype = {arXiv},
eprint = {2312.07781},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-07781.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/GaoZSW22,
author = {Qian Gao and
Yu Zhang and
Hongwei Sun and
Tong Wang},
title = {Evaluation of propensity score methods for causal inference with high-dimensional
covariates},
journal = {Briefings Bioinform.},
volume = {23},
number = {4},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac227},
doi = {10.1093/BIB/BBAC227},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/GaoZSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/XuYHWZL22,
author = {Xinyi Xu and
Xiaokang Yu and
Gang Hu and
Kui Wang and
Jingxiao Zhang and
Xiangjie Li},
title = {Propensity score matching enables batch-effect-corrected imputation
in single-cell RNA-seq analysis},
journal = {Briefings Bioinform.},
volume = {23},
number = {4},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac275},
doi = {10.1093/BIB/BBAC275},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bib/XuYHWZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcmi/JinJWCWZ22,
author = {Xianglan Jin and
Xiangyu Jin and
Xiaoyun Wu and
Luguang Chen and
Tie{-}Gong Wang and
Wangfu Zang},
title = {Distribution of {FFRCT} in single obstructive coronary stenosis and
predictors for major adverse cardiac events: a propensity score matching
study},
journal = {{BMC} Medical Imaging},
volume = {22},
number = {1},
pages = {59},
year = {2022},
url = {https://doi.org/10.1186/s12880-022-00783-9},
doi = {10.1186/S12880-022-00783-9},
timestamp = {Wed, 06 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcmi/JinJWCWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LiMZ22,
author = {Mengyan Li and
Yanyuan Ma and
Jiwei Zhao},
title = {Efficient estimation in a partially specified nonignorable propensity
score model},
journal = {Comput. Stat. Data Anal.},
volume = {174},
pages = {107322},
year = {2022},
url = {https://doi.org/10.1016/j.csda.2021.107322},
doi = {10.1016/J.CSDA.2021.107322},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/LiMZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/HanATYY22,
author = {Seungbong Han and
Adin{-}Cristian Andrei and
Kam{-}Wah Tsui and
Sungcheol Yun and
Jongho Yoon},
title = {{ROC} analysis using covariate balancing propensity scores with an
application to biochemical predictors for thyroid cancer},
journal = {Commun. Stat. Simul. Comput.},
volume = {51},
number = {2},
pages = {374--390},
year = {2022},
url = {https://doi.org/10.1080/03610918.2019.1652317},
doi = {10.1080/03610918.2019.1652317},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/HanATYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/OlmusBN22,
author = {H{\"{u}}lya Olmus and
Esra Bespinar and
Ezgi Nazman},
title = {Performance evaluation of some propensity score matching methods by
using binary logistic regression model},
journal = {Commun. Stat. Simul. Comput.},
volume = {51},
number = {4},
pages = {1647--1660},
year = {2022},
url = {https://doi.org/10.1080/03610918.2019.1679181},
doi = {10.1080/03610918.2019.1679181},
timestamp = {Mon, 05 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/OlmusBN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/ZhangWSBH22,
author = {Linying Zhang and
Yixin Wang and
Martijn J. Schuemie and
David M. Blei and
George Hripcsak},
title = {Adjusting for indirectly measured confounding using large-scale propensity
score},
journal = {J. Biomed. Informatics},
volume = {134},
pages = {104204},
year = {2022},
url = {https://doi.org/10.1016/j.jbi.2022.104204},
doi = {10.1016/J.JBI.2022.104204},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/ZhangWSBH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/Castro-MartinRF22,
author = {Luis Castro{-}Mart{\'{\i}}n and
Mar{\'{\i}}a del Mar Rueda and
Ram{\'{o}}n Ferri{-}Garc{\'{\i}}a},
title = {Combining Statistical Matching and Propensity Score Adjustment for
inference from non-probability surveys},
journal = {J. Comput. Appl. Math.},
volume = {404},
pages = {113414},
year = {2022},
url = {https://doi.org/10.1016/j.cam.2021.113414},
doi = {10.1016/J.CAM.2021.113414},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcam/Castro-MartinRF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcamd/CharoenkwanCSLM22,
author = {Phasit Charoenkwan and
Pramote Chumnanpuen and
Nalini Schaduangrat and
Pietro Lio' and
Mohammad Ali Moni and
Watshara Shoombuatong},
title = {Improved prediction and characterization of blood-brain barrier penetrating
peptides using estimated propensity scores of dipeptides},
journal = {J. Comput. Aided Mol. Des.},
volume = {36},
number = {11},
pages = {781--796},
year = {2022},
url = {https://doi.org/10.1007/s10822-022-00476-z},
doi = {10.1007/S10822-022-00476-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcamd/CharoenkwanCSLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcmse/Huang22b,
author = {Peihong Huang},
title = {The effect of regional policy on corporate innovation performance
based on propensity score matching method},
journal = {J. Comput. Methods Sci. Eng.},
volume = {22},
number = {3},
pages = {821--831},
year = {2022},
url = {https://doi.org/10.3233/JCM-225990},
doi = {10.3233/JCM-225990},
timestamp = {Fri, 03 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcmse/Huang22b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ForastiereMWA22,
author = {Laura Forastiere and
Fabrizia Mealli and
Albert Wu and
Edoardo M. Airoldi},
title = {Estimating Causal Effects under Network Interference with Bayesian
Generalized Propensity Scores},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {289:1--289:61},
year = {2022},
url = {https://jmlr.org/papers/v23/18-711.html},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ForastiereMWA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/FanGWXL22,
author = {Lingxu Fan and
Lei Guo and
Xinhua Wang and
Liancheng Xu and
Fangai Liu},
title = {Does the author's collaboration mode lead to papers' different citation
impacts? An empirical analysis based on propensity score matching},
journal = {J. Informetrics},
volume = {16},
number = {4},
pages = {101350},
year = {2022},
url = {https://doi.org/10.1016/j.joi.2022.101350},
doi = {10.1016/J.JOI.2022.101350},
timestamp = {Mon, 13 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/joi/FanGWXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kybernetes/ChengCC22,
author = {Yi{-}Chung Cheng and
Hui{-}Chi Chuang and
Chih{-}Chuan Chen},
title = {Exploring the treatment effect of religious belief toward mental health
with propensity score matching},
journal = {Kybernetes},
volume = {51},
number = {7},
pages = {2259--2272},
year = {2022},
url = {https://doi.org/10.1108/K-11-2020-0745},
doi = {10.1108/K-11-2020-0745},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kybernetes/ChengCC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/rjour/ZhouTLTL22,
author = {Tianhui Zhou and
Guangyu Tong and
Fan Li and
Laine E. Thomas and
Fan Li},
title = {PSweight: An {R} Package for Propensity Score Weighting Analysis},
journal = {R J.},
volume = {14},
number = {1},
pages = {282--300},
year = {2022},
url = {https://doi.org/10.32614/rj-2022-011},
doi = {10.32614/RJ-2022-011},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/rjour/ZhouTLTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/GerychHBAR22,
author = {Walter Gerych and
Thomas Hartvigsen and
Luke Buquicchio and
Emmanuel Agu and
Elke A. Rundensteiner},
title = {Recovering the Propensity Score from Biased Positive Unlabeled Data},
booktitle = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
2022, Thirty-Fourth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
- March 1, 2022},
pages = {6694--6702},
publisher = {{AAAI} Press},
year = {2022},
url = {https://doi.org/10.1609/aaai.v36i6.20624},
doi = {10.1609/AAAI.V36I6.20624},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/GerychHBAR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/KartounMSDNS22,
author = {Uri Kartoun and
Paul Myers and
Kristen A. Severson and
Wangzhi Dai and
Kenney Ng and
Collin M. Stultz},
title = {Feature Selection Based on Subpopulations and Propensity Score Matching:
{A} Coronary Artery Disease Use Case using the {UK} Biobank},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f007-1.4641746/f007-1.4641747/580-1.4642000/269-1.4641997},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/KartounMSDNS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bhi/ZhouZNH22,
author = {Xue Zhou and
Xin Zhu and
Keijiro Nakamura and
Ming Huang},
title = {Gender Difference in Prognosis of Patients with Heart Failure: {A}
Propensity Score Matching Analysis},
booktitle = {{IEEE-EMBS} International Conference on Biomedical and Health Informatics,
{BHI} 2022, Ioannina, Greece, September 27-30, 2022},
pages = {1--4},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BHI56158.2022.9926861},
doi = {10.1109/BHI56158.2022.9926861},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bhi/ZhouZNH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Xu0CDW22,
author = {Chen Xu and
Jun Xu and
Xu Chen and
Zhenhua Dong and
Ji{-}Rong Wen},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Dually Enhanced Propensity Score Estimation in Sequential Recommendation},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2260--2269},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557299},
doi = {10.1145/3511808.3557299},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Xu0CDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clear2/KellyKG22,
author = {Joseph Kelly and
Jing Kong and
Georg M. Goerg},
editor = {Bernhard Sch{\"{o}}lkopf and
Caroline Uhler and
Kun Zhang},
title = {Predictive State Propensity Subclassification {(PSPS):} {A} causal
inference algorithm for data-driven propensity score stratification},
booktitle = {1st Conference on Causal Learning and Reasoning, CLeaR 2022, Sequoia
Conference Center, Eureka, CA, USA, 11-13 April, 2022},
series = {Proceedings of Machine Learning Research},
volume = {177},
pages = {352--372},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v177/kelly22a.html},
timestamp = {Wed, 06 Jul 2022 16:57:27 +0200},
biburl = {https://dblp.org/rec/conf/clear2/KellyKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/KarimiKLDL22,
author = {Hamid Karimi and
Muhammad Fawad Akbar Khan and
Haochen Liu and
Tyler Derr and
Hui Liu},
editor = {Joshua Zhexue Huang and
Yi Pan and
Barbara Hammer and
Muhammad Khurram Khan and
Xing Xie and
Laizhong Cui and
Yulin He},
title = {Enhancing Individual Fairness through Propensity Score Matching},
booktitle = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2022, Shenzhen, China, October 13-16, 2022},
pages = {1--10},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/DSAA54385.2022.10032333},
doi = {10.1109/DSAA54385.2022.10032333},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/KarimiKLDL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccse2/KangW22,
author = {Jiacheng Kang and
Yang Weng},
editor = {Wenxing Hong and
Yang Weng},
title = {Research on Hierarchical Teaching Using Propensity Score Weighting-Based
Causal Inference Model},
booktitle = {Computer Science and Education - 17th International Conference, {ICCSE}
2022, Ningbo, China, August 18-21, 2022, Revised Selected Papers,
Part {III}},
series = {Communications in Computer and Information Science},
volume = {1813},
pages = {123--135},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-99-2449-3\_12},
doi = {10.1007/978-981-99-2449-3\_12},
timestamp = {Wed, 12 Jul 2023 10:33:21 +0200},
biburl = {https://dblp.org/rec/conf/iccse2/KangW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmva/HouSHXL22,
author = {Jie Hou and
Shaofei Shen and
Jing Han and
Siqi Xu and
Yijing Liu},
title = {Propensity Score Matching on Discrete Treatment: Beijing Pm2.5 Case
Study},
booktitle = {{ICMVA} 2022: The 5th International Conference on Machine Vision and
Applications, Singapore, February 18 - 20, 2022},
pages = {93--98},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523111.3523125},
doi = {10.1145/3523111.3523125},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmva/HouSHXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-14980,
author = {Nick Wood and
Sumit Sidana},
title = {Inverse Propensity Score based offline estimator for deterministic
ranking lists using position bias},
journal = {CoRR},
volume = {abs/2208.14980},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.14980},
doi = {10.48550/ARXIV.2208.14980},
eprinttype = {arXiv},
eprint = {2208.14980},
timestamp = {Thu, 01 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-14980.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07787,
author = {Konrad Furmanczyk and
Jan Mielniczuk and
Wojciech Rejchel and
Pawel Teisseyre},
title = {Joint estimation of posterior probability and propensity score function
for positive and unlabelled data},
journal = {CoRR},
volume = {abs/2209.07787},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07787},
doi = {10.48550/ARXIV.2209.07787},
eprinttype = {arXiv},
eprint = {2209.07787},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02360,
author = {Liangwei Chen and
Valentin Hartmann and
Robert West},
title = {Differentially Private Propensity Scores for Bias Correction},
journal = {CoRR},
volume = {abs/2210.02360},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02360},
doi = {10.48550/ARXIV.2210.02360},
eprinttype = {arXiv},
eprint = {2210.02360},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02360.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/GaoZLSW21,
author = {Qian Gao and
Yu Zhang and
Jie Liang and
Hongwei Sun and
Tong Wang},
title = {High-dimensional generalized propensity score with application to
omics data},
journal = {Briefings Bioinform.},
volume = {22},
number = {6},
year = {2021},
url = {https://doi.org/10.1093/bib/bbab331},
doi = {10.1093/BIB/BBAB331},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/GaoZLSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/MaOOCL21,
author = {Hon{-}Ping Ma and
Jiann Ruey Ong and
Ju{-}chi Ou and
Yung{-}Hsiao Chiang and
Shoou{-}Yang Lian},
title = {Comparison of Dizziness Factors for Mild Traumatic Brain Injury Patients
with and without Dizziness: {A} Factor Analysis and Propensity Score
Model Study},
journal = {Comput. Math. Methods Medicine},
volume = {2021},
pages = {5571319:1--5571319:8},
year = {2021},
url = {https://doi.org/10.1155/2021/5571319},
doi = {10.1155/2021/5571319},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/MaOOCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ZhangXW21,
author = {Xiaoke Zhang and
Wu Xue and
Qiyue Wang},
title = {Covariate balancing functional propensity score for functional treatments
in cross-sectional observational studies},
journal = {Comput. Stat. Data Anal.},
volume = {163},
pages = {107303},
year = {2021},
url = {https://doi.org/10.1016/j.csda.2021.107303},
doi = {10.1016/J.CSDA.2021.107303},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/ZhangXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/envsoft/WooEM21,
author = {Hyeyoung Woo and
Bianca N. I. Eskelson and
Vicente J. Monleon},
title = {Sensitivity analysis on distance-adjusted propensity score matching
for wildfire effect quantification using national forest inventory
data},
journal = {Environ. Model. Softw.},
volume = {144},
pages = {105163},
year = {2021},
url = {https://doi.org/10.1016/j.envsoft.2021.105163},
doi = {10.1016/J.ENVSOFT.2021.105163},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/envsoft/WooEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/Liu021,
author = {Meijun Liu and
Xiao Hu},
title = {Will collaborators make scientists move? {A} Generalized Propensity
Score analysis},
journal = {J. Informetrics},
volume = {15},
number = {1},
pages = {101113},
year = {2021},
url = {https://doi.org/10.1016/j.joi.2020.101113},
doi = {10.1016/J.JOI.2020.101113},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/joi/Liu021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/LiuMBOL21,
author = {Yuchu Liu and
David Issa Mattos and
Jan Bosch and
Helena Holmstr{\"{o}}m Olsson and
Jonn Lantz},
title = {Bayesian propensity score matching in automotive embedded software
engineering},
booktitle = {28th Asia-Pacific Software Engineering Conference, {APSEC} 2021, Taipei,
Taiwan, December 6-9, 2021},
pages = {233--242},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/APSEC53868.2021.00031},
doi = {10.1109/APSEC53868.2021.00031},
timestamp = {Wed, 23 Feb 2022 18:55:47 +0100},
biburl = {https://dblp.org/rec/conf/apsec/LiuMBOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itqm/ZhuL21,
author = {Meihong Zhu and
Aihua Li},
editor = {Yubin Liu and
Yong Shi and
Yong Wang and
Daji Ergu and
Daniel Berg and
James M. Tien and
Jianping Li and
Yingjie Tian},
title = {The Effect of Media on the Chinese People's Anti-Corruption Perceptions
--An Analysis Based on Propensity Score and Qualitative Interaction
Tree},
booktitle = {Proceedings of the 8th International Conference on Information Technology
and Quantitative Management, {ITQM} 2020 {\&} 2021, Developing
Global Digital Economy after COVID-19, July 9-11, 2021, Chengdu, China},
series = {Procedia Computer Science},
volume = {199},
pages = {564--571},
publisher = {Elsevier},
year = {2021},
url = {https://doi.org/10.1016/j.procs.2022.01.069},
doi = {10.1016/J.PROCS.2022.01.069},
timestamp = {Mon, 08 May 2023 14:38:37 +0200},
biburl = {https://dblp.org/rec/conf/itqm/ZhuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/WydmuchJBD21,
author = {Marek Wydmuch and
Kalina Jasinska{-}Kobus and
Rohit Babbar and
Krzysztof Dembczynski},
editor = {Fernando Diaz and
Chirag Shah and
Torsten Suel and
Pablo Castells and
Rosie Jones and
Tetsuya Sakai},
title = {Propensity-scored Probabilistic Label Trees},
booktitle = {{SIGIR} '21: The 44th International {ACM} {SIGIR} Conference on Research
and Development in Information Retrieval, Virtual Event, Canada, July
11-15, 2021},
pages = {2252--2256},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3404835.3463084},
doi = {10.1145/3404835.3463084},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/WydmuchJBD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-12563,
author = {Yuchu Liu and
David Issa Mattos and
Jan Bosch and
Helena Holmstr{\"{o}}m Olsson and
Jonn Lantz},
title = {Bayesian propensity score matching in automotive embedded software
engineering},
journal = {CoRR},
volume = {abs/2109.12563},
year = {2021},
url = {https://arxiv.org/abs/2109.12563},
eprinttype = {arXiv},
eprint = {2109.12563},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-12563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10803,
author = {Marek Wydmuch and
Kalina Jasinska{-}Kobus and
Rohit Babbar and
Krzysztof Dembczynski},
title = {Propensity-scored Probabilistic Label Trees},
journal = {CoRR},
volume = {abs/2110.10803},
year = {2021},
url = {https://arxiv.org/abs/2110.10803},
eprinttype = {arXiv},
eprint = {2110.10803},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10803.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijids/ShitaKS20,
author = {Aynalem Shita and
Nand Kumar and
Seema Singh},
title = {The impact of agricultural technology adoption on income inequality:
a propensity score matching analysis for rural Ethiopia},
journal = {Int. J. Inf. Decis. Sci.},
volume = {12},
number = {1},
pages = {102--114},
year = {2020},
url = {https://doi.org/10.1504/IJIDS.2020.105013},
doi = {10.1504/IJIDS.2020.105013},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijids/ShitaKS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/CharoenkwanYNHS20,
author = {Phasit Charoenkwan and
Janchai Yana and
Chanin Nantasenamat and
Md. Mehedi Hasan and
Watshara Shoombuatong},
title = {iUmami-SCM: {A} Novel Sequence-Based Predictor for Prediction and
Analysis of Umami Peptides Using a Scoring Card Method with Propensity
Scores of Dipeptides},
journal = {J. Chem. Inf. Model.},
volume = {60},
number = {12},
pages = {6666--6678},
year = {2020},
url = {https://doi.org/10.1021/acs.jcim.0c00707},
doi = {10.1021/ACS.JCIM.0C00707},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/CharoenkwanYNHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/FuruhataAO20,
author = {Hiroki Furuhata and
Kenji Araki and
Taisuke Ogawa},
title = {Causation between Pathway Completion and Reduced Hospital Stay in
Patients with Lung Cancer: a Retrospective Cohort Study Using Propensity
Score Matching},
journal = {J. Medical Syst.},
volume = {44},
number = {6},
pages = {105},
year = {2020},
url = {https://doi.org/10.1007/s10916-020-01570-1},
doi = {10.1007/S10916-020-01570-1},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/FuruhataAO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/joi/BornmannHM20,
author = {Lutz Bornmann and
Robin Haunschild and
R{\"{u}}diger Mutz},
title = {Should citations be field-normalized in evaluative bibliometrics?
An empirical analysis based on propensity score matching},
journal = {J. Informetrics},
volume = {14},
number = {4},
pages = {101098},
year = {2020},
url = {https://doi.org/10.1016/j.joi.2020.101098},
doi = {10.1016/J.JOI.2020.101098},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/joi/BornmannHM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/ZongXL20,
author = {Qian{-}Jin Zong and
Yafen Xie and
Jiechun Liang},
title = {Does open peer review improve citation count? Evidence from a propensity
score matching analysis of PeerJ},
journal = {Scientometrics},
volume = {125},
number = {1},
pages = {607--623},
year = {2020},
url = {https://doi.org/10.1007/s11192-020-03545-y},
doi = {10.1007/S11192-020-03545-Y},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/ZongXL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adbis/BohlenDKMSS20,
author = {Michael H. B{\"{o}}hlen and
Oksana Dolmatova and
Michael Krauthammer and
Alphonse Mariyagnanaseelan and
Jonathan Stahl and
Timo Surbeck},
editor = {J{\'{e}}r{\^{o}}me Darmont and
Boris Novikov and
Robert Wrembel},
title = {Iterations for Propensity Score Matching in MonetDB},
booktitle = {Advances in Databases and Information Systems - 24th European Conference,
{ADBIS} 2020, Lyon, France, August 25-27, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12245},
pages = {189--203},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-54832-2\_15},
doi = {10.1007/978-3-030-54832-2\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adbis/BohlenDKMSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/ChenSSOZRH20,
author = {Ruijun Chen and
Martijn J. Schuemie and
Marc A. Suchard and
Anna Ostropolets and
Linying Zhang and
Patrick B. Ryan and
George Hripcsak},
title = {Evaluation of Large-scale Propensity Score Modeling and Covariate
Balance on Potential Unmeasured Confounding in Observational Research},
booktitle = {{AMIA} 2020, American Medical Informatics Association Annual Symposium,
Virtual Event, USA, November 14-18, 2020},
publisher = {{AMIA}},
year = {2020},
url = {https://knowledge.amia.org/72332-amia-1.4602255/t005-1.4604904/t005-1.4604905/3405830-1.4605722/3412546-1.4605719},
timestamp = {Wed, 17 Apr 2024 11:47:01 +0200},
biburl = {https://dblp.org/rec/conf/amia/ChenSSOZRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/XuYPNYZ20,
author = {Haifeng Xu and
Hui Yan and
Jianfei Pang and
Shan Nan and
Xi Yang and
Dongsheng Zhao},
editor = {Taesung Park and
Young{-}Rae Cho and
Xiaohua Hu and
Illhoi Yoo and
Hyun Goo Woo and
Jianxin Wang and
Julio C. Facelli and
Seungyoon Nam and
Mingon Kang},
title = {Evaluating the relative value of care interventions based on clinical
pathway variation detection and propensity score},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2020, Virtual Event, South Korea, December 16-19, 2020},
pages = {1184--1187},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/BIBM49941.2020.9313546},
doi = {10.1109/BIBM49941.2020.9313546},
timestamp = {Fri, 09 Apr 2021 17:11:13 +0200},
biburl = {https://dblp.org/rec/conf/bibm/XuYPNYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/WuYMLZMT20,
author = {Zhiliang Wu and
Yinchong Yang and
Yunpu Ma and
Yushan Liu and
Rui Zhao and
Michael Moor and
Volker Tresp},
title = {Learning Individualized Treatment Rules with Estimated Translated
Inverse Propensity Score},
booktitle = {8th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2020, Oldenburg, Germany, November 30 - December 3, 2020},
pages = {1--11},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICHI48887.2020.9374397},
doi = {10.1109/ICHI48887.2020.9374397},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ichi/WuYMLZMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmhi/Lu20,
author = {Hsueh{-}Yi Lu},
title = {Applying Propensity Score and Support Vector Machine to Construct
a Predictive Model for Heart Disease},
booktitle = {{ICMHI} 2020: 4th International Conference on Medical and Health Informatics,
Kamakura City, Japan, August, 2020},
pages = {18--21},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3418094.3418117},
doi = {10.1145/3418094.3418117},
timestamp = {Wed, 03 Nov 2021 13:17:13 +0100},
biburl = {https://dblp.org/rec/conf/icmhi/Lu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ParkKSC20,
author = {Kunwoo Park and
Haewoon Kwak and
Hyunho Song and
Meeyoung Cha},
editor = {Munmun De Choudhury and
Rumi Chunara and
Aron Culotta and
Brooke Foucault Welles},
title = {"Trust Me, {I} Have a Ph.D.": {A} Propensity Score Analysis on the
Halo Effect of Disclosing One's Offline Social Status in Online Communities},
booktitle = {Proceedings of the Fourteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2020, Held Virtually, Original Venue: Atlanta,
Georgia, USA, June 8-11, 2020},
pages = {534--544},
publisher = {{AAAI} Press},
year = {2020},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/7321},
timestamp = {Mon, 07 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ParkKSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/OtaniY20,
author = {Ryo Otani and
Hiroshi Yadohisa},
editor = {Matteo Cristani and
Carlos Toro and
Cecilia Zanni{-}Merk and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Estimation of causal effect using propensity score and weighted-average
method},
booktitle = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
Proceedings of the 24th International Conference KES-2020, Virtual
Event, 16-18 September 2020},
series = {Procedia Computer Science},
volume = {176},
pages = {810--817},
publisher = {Elsevier},
year = {2020},
url = {https://doi.org/10.1016/j.procs.2020.09.076},
doi = {10.1016/J.PROCS.2020.09.076},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kes/OtaniY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-00838,
author = {Bo Ni and
Zhichun Guo and
Jianing Li and
Meng Jiang},
title = {Improving Generalizability of Fake News Detection Methods using Propensity
Score Matching},
journal = {CoRR},
volume = {abs/2002.00838},
year = {2020},
url = {https://arxiv.org/abs/2002.00838},
eprinttype = {arXiv},
eprint = {2002.00838},
timestamp = {Mon, 19 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-00838.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-00105,
author = {Kunwoo Park and
Haewoon Kwak and
Hyunho Song and
Meeyoung Cha},
title = {"Trust me, {I} have a Ph.D.": {A} Propensity Score Analysis on the
Halo Effect of Disclosing One's Offline Social Status in Online Communities},
journal = {CoRR},
volume = {abs/2004.00105},
year = {2020},
url = {https://arxiv.org/abs/2004.00105},
eprinttype = {arXiv},
eprint = {2004.00105},
timestamp = {Wed, 08 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-00105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01083,
author = {Zhiliang Wu and
Yinchong Yang and
Yunpu Ma and
Yushan Liu and
Rui Zhao and
Michael Moor and
Volker Tresp},
title = {Learning Individualized Treatment Rules with Estimated Translated
Inverse Propensity Score},
journal = {CoRR},
volume = {abs/2007.01083},
year = {2020},
url = {https://arxiv.org/abs/2007.01083},
eprinttype = {arXiv},
eprint = {2007.01083},
timestamp = {Sat, 28 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01083.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/ChoiWMG19,
author = {Byeong Yeob Choi and
Chen{-}Pin Wang and
Joel E. Michalek and
Jonathan A. Gelfond},
title = {Power comparison for propensity score methods},
journal = {Comput. Stat.},
volume = {34},
number = {2},
pages = {743--761},
year = {2019},
url = {https://doi.org/10.1007/s00180-018-0852-5},
doi = {10.1007/S00180-018-0852-5},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/ChoiWMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/data/TangTL19,
author = {Shifang Tang and
Fuhui Tong and
Xiuhong Lu},
title = {Gifted and Talented Services for {EFL} Learners in China: {A} Step-by-Step
Guide to Propensity Score Matching Analysis in {R}},
journal = {Data},
volume = {4},
number = {3},
pages = {119},
year = {2019},
url = {https://doi.org/10.3390/data4030119},
doi = {10.3390/DATA4030119},
timestamp = {Fri, 19 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/data/TangTL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcom/0010LLLZNZZDY19,
author = {Hao Jiang and
Min Lin and
Bingqing Liu and
Huifang Liu and
Yuanyuan Zeng and
He Nai and
Xiaoli Zhang and
Xianlong Zhao and
Wen Du and
Haining Ye},
editor = {Meikang Qiu},
title = {Do Top Social Apps Effect Voice Call? Evidence from Propensity Score
Matching Methods},
booktitle = {Smart Computing and Communication - 4th International Conference,
SmartCom 2019, Birmingham, UK, October 11-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11910},
pages = {136--149},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-34139-8\_14},
doi = {10.1007/978-3-030-34139-8\_14},
timestamp = {Mon, 04 Nov 2019 15:56:16 +0100},
biburl = {https://dblp.org/rec/conf/smartcom/0010LLLZNZZDY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-12592,
author = {Si Kai Lee and
Luigi Gresele and
Mijung Park and
Krikamol Muandet},
title = {Private Causal Inference using Propensity Scores},
journal = {CoRR},
volume = {abs/1905.12592},
year = {2019},
url = {http://arxiv.org/abs/1905.12592},
eprinttype = {arXiv},
eprint = {1905.12592},
timestamp = {Mon, 03 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-12592.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11706,
author = {Lutz Bornmann and
Robin Haunschild and
R{\"{u}}diger Mutz},
title = {Should citations be field-normalized in evaluative bibliometrics?
An empirical analysis based on propensity score matching},
journal = {CoRR},
volume = {abs/1910.11706},
year = {2019},
url = {http://arxiv.org/abs/1910.11706},
eprinttype = {arXiv},
eprint = {1910.11706},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Ju18,
author = {Cheng Ju},
title = {Variable and Model Selection for Propensity Score Estimators in Causal
Inference},
school = {University of California, Berkeley, {USA}},
year = {2018},
url = {https://www.escholarship.org/uc/item/6151z9hx},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Ju18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LenisAS18,
author = {David Lenis and
Benjamin Ackerman and
Elizabeth A. Stuart},
title = {Measuring model misspecification: Application to propensity score
methods with complex survey data},
journal = {Comput. Stat. Data Anal.},
volume = {128},
pages = {48--57},
year = {2018},
url = {https://doi.org/10.1016/j.csda.2018.05.003},
doi = {10.1016/J.CSDA.2018.05.003},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/LenisAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/GharibzadehMRAA18,
author = {Safoora Gharibzadeh and
Mohammad Ali Mansournia and
Abbas Rahimiforoushani and
Ahad Alizadeh and
Atieh Amouzegar and
Kamran Mehrabani{-}Zeinabad and
Kazem Mohammad},
title = {Comparing different propensity score estimation methods for estimating
the marginal causal effect through standardization to propensity scores},
journal = {Commun. Stat. Simul. Comput.},
volume = {47},
number = {4},
pages = {964--976},
year = {2018},
url = {https://doi.org/10.1080/03610918.2017.1300267},
doi = {10.1080/03610918.2017.1300267},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/GharibzadehMRAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/NomuraH18,
author = {Takanobu Nomura and
Satoshi Hattori},
title = {Estimation of the average causal effect via multiple propensity score
stratification},
journal = {Commun. Stat. Simul. Comput.},
volume = {47},
number = {1},
pages = {48--62},
year = {2018},
url = {https://doi.org/10.1080/03610918.2016.1208230},
doi = {10.1080/03610918.2016.1208230},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/NomuraH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jms/GarnierSMTMAB18,
author = {Fanny Garnier and
Didier Sciard and
Florence Marchand{-}Maillet and
Alexandre Theissen and
Damir Mohamed and
Corinne Alberti and
Marc Beaussier},
title = {Clinical Interest and Economic Impact of Preoperative {SMS} Reminders
before Ambulatory Surgery: {A} Propensity Score Analysis},
journal = {J. Medical Syst.},
volume = {42},
number = {8},
pages = {150:1--150:7},
year = {2018},
url = {https://doi.org/10.1007/s10916-018-1000-z},
doi = {10.1007/S10916-018-1000-Z},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jms/GarnierSMTMAB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth2/SzekerV18,
author = {Szabolcs Szek{\'{e}}r and
{\'{A}}gnes Vathy{-}Fogarassy},
editor = {G{\"{u}}nter Schreier and
Dieter Hayn},
title = {The Effect of Latent Binary Variables on the Uncertainty of the Prediction
of a Dichotomous Outcome Using Logistic Regression Based Propensity
Score Matching},
booktitle = {Health Informatics Meets eHealth - Biomedical Meets eHealth - From
Sensors to Decisions - Proceedings of the 12th eHealth Conference,
eHealth 2018, Vienna, Austria, May 2018},
series = {Studies in Health Technology and Informatics},
volume = {248},
pages = {1--8},
publisher = {{IOS} Press},
year = {2018},
url = {https://doi.org/10.3233/978-1-61499-858-7-1},
doi = {10.3233/978-1-61499-858-7-1},
timestamp = {Mon, 14 Mar 2022 17:10:13 +0100},
biburl = {https://dblp.org/rec/conf/ehealth2/SzekerV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03132,
author = {Chen Wang and
Suzhen Wang and
Fuyan Shi and
Zaixiang Wang},
title = {Robust Propensity Score Computation Method based on Machine Learning
with Label-corrupted Data},
journal = {CoRR},
volume = {abs/1801.03132},
year = {2018},
url = {http://arxiv.org/abs/1801.03132},
eprinttype = {arXiv},
eprint = {1801.03132},
timestamp = {Wed, 18 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03132.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-09462,
author = {Bas B. L. Penning de Vries and
Maarten van Smeden and
Rolf H. H. Groenwold},
title = {Propensity score estimation using classification and regression trees
in the presence of missing covariate data},
journal = {CoRR},
volume = {abs/1807.09462},
year = {2018},
url = {http://arxiv.org/abs/1807.09462},
eprinttype = {arXiv},
eprint = {1807.09462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-09462.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/astawsa/Krug17,
author = {Gerhard Krug},
title = {Augmenting propensity score equations to avoid misspecification bias
- Evidence from a Monte Carlo simulation},
journal = {AStA Wirtschafts und Sozialstatistisches Arch.},
volume = {11},
number = {3-4},
pages = {205--231},
year = {2017},
url = {https://doi.org/10.1007/s11943-017-0212-x},
doi = {10.1007/S11943-017-0212-X},
timestamp = {Fri, 24 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/astawsa/Krug17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/PingelW17,
author = {Ronnie Pingel and
Ingeborg Waernbaum},
title = {Correlation and efficiency of propensity score-based estimators for
average causal effects},
journal = {Commun. Stat. Simul. Comput.},
volume = {46},
number = {5},
pages = {3458--3478},
year = {2017},
url = {https://doi.org/10.1080/03610918.2015.1094091},
doi = {10.1080/03610918.2015.1094091},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/PingelW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/MutzWD17,
author = {R{\"{u}}diger Mutz and
Tobias Wolbring and
Hans{-}Dieter Daniel},
title = {The effect of the "very important paper" {(VIP)} designation in \emph{Angewandte
Chemie International Edition} on citation impact: {A} propensity score
matching analysis},
journal = {J. Assoc. Inf. Sci. Technol.},
volume = {68},
number = {9},
pages = {2139--2153},
year = {2017},
url = {https://doi.org/10.1002/asi.23701},
doi = {10.1002/ASI.23701},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jasis/MutzWD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ChenWCZWL17,
author = {Qingfeng Chen and
Yiqi Wang and
Baoshan Chen and
Chengqi Zhang and
Lusheng Wang and
Jinyan Li},
title = {Using propensity scores to predict the kinases of unannotated phosphopeptides},
journal = {Knowl. Based Syst.},
volume = {135},
pages = {60--76},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.08.004},
doi = {10.1016/J.KNOSYS.2017.08.004},
timestamp = {Sat, 09 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ChenWCZWL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mansci/DeFondEZ17,
author = {Mark DeFond and
David H. Erkens and
Jieying Zhang},
title = {Do Client Characteristics Really Drive the Big {N} Audit Quality Effect?
New Evidence from Propensity Score Matching},
journal = {Manag. Sci.},
volume = {63},
number = {11},
pages = {3628--3649},
year = {2017},
url = {https://doi.org/10.1287/mnsc.2016.2528},
doi = {10.1287/MNSC.2016.2528},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mansci/DeFondEZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cscw/OlteanuVK17,
author = {Alexandra Olteanu and
Onur Varol and
Emre Kiciman},
editor = {Charlotte P. Lee and
Steven E. Poltrock and
Louise Barkhuus and
Marcos Borges and
Wendy A. Kellogg},
title = {Distilling the Outcomes of Personal Experiences: {A} Propensity-scored
Analysis of Social Media},
booktitle = {Proceedings of the 2017 {ACM} Conference on Computer Supported Cooperative
Work and Social Computing, {CSCW} 2017, Portland, OR, USA, February
25 - March 1, 2017},
pages = {370--386},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/2998181.2998353},
doi = {10.1145/2998181.2998353},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cscw/OlteanuVK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esem/TsunodaA17,
author = {Masateru Tsunoda and
Sousuke Amasaki},
editor = {Ayse Bener and
Burak Turhan and
Stefan Biffl},
title = {On Software Productivity Analysis with Propensity Score Matching},
booktitle = {2017 {ACM/IEEE} International Symposium on Empirical Software Engineering
and Measurement, {ESEM} 2017, Toronto, ON, Canada, November 9-10,
2017},
pages = {436--441},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ESEM.2017.59},
doi = {10.1109/ESEM.2017.59},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esem/TsunodaA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/issi/Yufang17,
author = {Ou Yufang},
editor = {Junping Qiu and
Ronald Rousseau and
Cassidy R. Sugimoto and
Fang Xin},
title = {Evaluating Effects of World-Class University Program Using Propensity
Score Matching: Evidence from China's Project 211},
booktitle = {Proceedings of the 16th International Conference on Scientometrics
and Informetrics, {ISSI} 2017, Wuhan, China, October 16-20, 2017},
pages = {400--411},
publisher = {{ISSI} Society},
year = {2017},
timestamp = {Fri, 17 Apr 2020 13:19:16 +0200},
biburl = {https://dblp.org/rec/conf/issi/Yufang17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/VasylenkoLCCLCH16,
author = {Tamara Vasylenko and
Yi{-}Fan Liou and
Po{-}Chin Chiou and
Hsiao{-}Wei Chu and
Yung{-}Sung Lai and
Yu{-}Ling Chou and
Hui{-}Ling Huang and
Shinn{-}Ying Ho},
title = {{SCMBYK:} prediction and characterization of bacterial tyrosine-kinases
based on propensity scores of dipeptides},
journal = {{BMC} Bioinform.},
volume = {17},
number = {{S-19}},
pages = {203--217},
year = {2016},
url = {https://doi.org/10.1186/s12859-016-1371-4},
doi = {10.1186/S12859-016-1371-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/VasylenkoLCCLCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/candc/ChattopadhyayLH16,
author = {Amrita Sengupta Chattopadhyay and
Ying{-}Chao Lin and
Ai{-}Ru Hsieh and
Chien{-}Ching Chang and
Ie{-}Bin Lian and
Cathy S. J. Fann},
title = {Using propensity score adjustment method in genetic association studies},
journal = {Comput. Biol. Chem.},
volume = {62},
pages = {1--11},
year = {2016},
url = {https://doi.org/10.1016/j.compbiolchem.2016.02.017},
doi = {10.1016/J.COMPBIOLCHEM.2016.02.017},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/candc/ChattopadhyayLH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/JiangZT16,
author = {Depeng Jiang and
Pu{-}Ying Zhao and
Nian{-}Sheng Tang},
title = {A propensity score adjustment method for regression models with nonignorable
missing covariates},
journal = {Comput. Stat. Data Anal.},
volume = {94},
pages = {98--119},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2015.07.017},
doi = {10.1016/J.CSDA.2015.07.017},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/JiangZT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/ChenZL16,
author = {Henian Chen and
Nanhua Zhang and
Xiaosun Lu},
title = {Is Early Smoking a Causal Risk Factor for Later Cognitive Impairment?
{A} 20-year Prospective Study with Time-varying Propensity Score Matching
Based on Random Intercept and Slope},
journal = {Commun. Stat. Simul. Comput.},
volume = {45},
number = {8},
pages = {2733--2743},
year = {2016},
url = {https://doi.org/10.1080/03610918.2014.920882},
doi = {10.1080/03610918.2014.920882},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/ChenZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/TuK16,
author = {Chunhao Tu and
Woon Yuen Koh},
title = {Using Inverse Probability Weighting Estimators to Evaluate Various
Propensity Scores When Treatment Switching Exists},
journal = {Commun. Stat. Simul. Comput.},
volume = {45},
number = {6},
pages = {2182--2190},
year = {2016},
url = {https://doi.org/10.1080/03610918.2014.894058},
doi = {10.1080/03610918.2014.894058},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/TuK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcis/Alamilla16,
author = {Saul Alamilla},
title = {A Propensity Score Model to Evaluate the Downstream General Education
Online Courses in aPerformance of Students in General Education Online
Courses in a University System},
booktitle = {22nd Americas Conference on Information Systems, {AMCIS} 2016, San
Diego, CA, USA, August 11-14, 2016},
publisher = {Association for Information Systems},
year = {2016},
url = {http://aisel.aisnet.org/amcis2016/TREO/Presentations/7},
timestamp = {Tue, 23 May 2017 14:11:43 +0200},
biburl = {https://dblp.org/rec/conf/amcis/Alamilla16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edm/Mojarad16,
author = {Shirin Mojarad},
editor = {Tiffany Barnes and
Min Chi and
Mingyu Feng},
title = {Studying Assignment Size and Student Performance Using Propensity
Score Matching},
booktitle = {Proceedings of the 9th International Conference on Educational Data
Mining, {EDM} 2016, Raleigh, North Carolina, USA, June 29 - July 2,
2016},
pages = {701--702},
publisher = {International Educational Data Mining Society {(IEDMS)}},
year = {2016},
url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper\_82.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edm/Mojarad16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/UchihashiK16,
author = {Kenshi Uchihashi and
Atsunori Kanemura},
editor = {Akira Hirose and
Seiichi Ozawa and
Kenji Doya and
Kazushi Ikeda and
Minho Lee and
Derong Liu},
title = {Modeling the Propensity Score with Statistical Learning},
booktitle = {Neural Information Processing - 23rd International Conference, {ICONIP}
2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {9950},
pages = {261--269},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46681-1\_32},
doi = {10.1007/978-3-319-46681-1\_32},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/UchihashiK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/psd/OganianL16,
author = {Anna Oganian and
Goran Lesaja},
editor = {Josep Domingo{-}Ferrer and
Mirjana Pejic{-}Bach},
title = {Propensity Score Based Conditional Group Swapping for Disclosure Limitation
of Strata-Defining Variables},
booktitle = {Privacy in Statistical Databases - {UNESCO} Chair in Data Privacy,
International Conference, {PSD} 2016, Dubrovnik, Croatia, September
14-16, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9867},
pages = {69--80},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-45381-1\_6},
doi = {10.1007/978-3-319-45381-1\_6},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/psd/OganianL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/FengLLZ16,
author = {Mengyan Feng and
Aihua Li and
Jianbing Liu and
Meihong Zhu},
title = {Aging Cognitive Influence Factors Analysis Based on Propensity Score},
booktitle = {2016 {IEEE/WIC/ACM} International Conference on Web Intelligence -
Workshops, {WI} 2016 Workshops, Omaha, NE, USA, October 13-16, 2016},
pages = {45--49},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/WIW.2016.024},
doi = {10.1109/WIW.2016.024},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/FengLLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QureshiKKR16,
author = {Bilal Qureshi and
Faisal Kamiran and
Asim Karim and
Salvatore Ruggieri},
title = {Causal Discrimination Discovery Through Propensity Score Analysis},
journal = {CoRR},
volume = {abs/1608.03735},
year = {2016},
url = {http://arxiv.org/abs/1608.03735},
eprinttype = {arXiv},
eprint = {1608.03735},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/QureshiKKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/tr/Gurel15,
author = {Sungur G{\"{u}}rel},
title = {Dealing with selection bias in multilevel observational studies: An
evaluation of propensity score and direct estimation procedures},
school = {University of Florida, Turkey},
year = {2015},
url = {https://tez.yok.gov.tr/UlusalTezMerkezi/tezDetay.jsp?id=w0NAIY\_GmvG4dZeXlNSAng\&no=H0kP1wjaaoWZvx-ZGPkfDA},
timestamp = {Sun, 19 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/tr/Gurel15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/crl/KotJ15,
author = {Felly Chiteng Kot and
Jennifer L. Jones},
title = {The Impact of Library Resource Utilization on Undergraduate Students'
Academic Performance: {A} Propensity Score Matching Design},
journal = {Coll. Res. Libr.},
volume = {76},
number = {5},
pages = {566--586},
year = {2015},
url = {https://doi.org/10.5860/crl.76.5.566},
doi = {10.5860/CRL.76.5.566},
timestamp = {Thu, 25 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/crl/KotJ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ZhuL15,
author = {Hong Zhu and
Bo Lu},
title = {Multiple comparisons for survival data with propensity score adjustment},
journal = {Comput. Stat. Data Anal.},
volume = {86},
pages = {42--51},
year = {2015},
url = {https://doi.org/10.1016/j.csda.2015.01.001},
doi = {10.1016/J.CSDA.2015.01.001},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/ZhuL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/ZhouLLT15,
author = {Yi Yvonne Zhou and
Wendy M. Leith and
Hui Li and
Jeffrey O. Tom},
title = {Personal health record use for children and health care utilization:
propensity score-matched cohort analysis},
journal = {J. Am. Medical Informatics Assoc.},
volume = {22},
number = {4},
pages = {748--754},
year = {2015},
url = {https://doi.org/10.1093/jamia/ocu018},
doi = {10.1093/JAMIA/OCU018},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/ZhouLLT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/YahavS14,
author = {Inbal Yahav and
Galit Shmueli},
title = {Outcomes matter: estimating pre-transplant survival rates of kidney-transplant
patients using simulator-based propensity scores},
journal = {Ann. Oper. Res.},
volume = {216},
number = {1},
pages = {101--128},
year = {2014},
url = {https://doi.org/10.1007/s10479-013-1359-7},
doi = {10.1007/S10479-013-1359-7},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/YahavS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/LiouCSVLLCHH14,
author = {Yi{-}Fan Liou and
Phasit Charoenkwan and
Yerukala Sathipati Srinivasulu and
Tamara Vasylenko and
Shih{-}Chung Lai and
Hua{-}Chin Lee and
Yi{-}Hsiung Chen and
Hui{-}Ling Huang and
Shinn{-}Ying Ho},
title = {{SCMHBP:} prediction and analysis of heme binding proteins using propensity
scores of dipeptides},
journal = {{BMC} Bioinform.},
volume = {15},
number = {{S-16}},
pages = {S4},
year = {2014},
url = {https://doi.org/10.1186/1471-2105-15-S16-S4},
doi = {10.1186/1471-2105-15-S16-S4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/LiouCSVLLCHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/ColugnatiFCSS14,
author = {Fernando A. Basile Colugnati and
Sergio Firpo and
Paula F. Drummond de Castro and
Juan E. Sepulveda and
Sergio L. M. Salles{-}Filho},
title = {A propensity score approach in the impact evaluation on scientific
production in Brazilian biodiversity research: the {BIOTA} Program},
journal = {Scientometrics},
volume = {101},
number = {1},
pages = {85--107},
year = {2014},
url = {https://doi.org/10.1007/s11192-014-1397-1},
doi = {10.1007/S11192-014-1397-1},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/scientometrics/ColugnatiFCSS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/Charkhabi14,
author = {Masoud Charkhabi},
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {Adjustments to propensity score matching for network structures},
booktitle = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
pages = {628--633},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ASONAM.2014.6921651},
doi = {10.1109/ASONAM.2014.6921651},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/asunam/Charkhabi14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RiveraGK14,
author = {William A. Rivera and
Amit Goel and
J. Peter Kincaid},
title = {{OUPS:} {A} Combined Approach Using {SMOTE} and Propensity Score Matching},
booktitle = {13th International Conference on Machine Learning and Applications,
{ICMLA} 2014, Detroit, MI, USA, December 3-6, 2014},
pages = {424--427},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICMLA.2014.106},
doi = {10.1109/ICMLA.2014.106},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RiveraGK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/ArbourMGJ14,
author = {David T. Arbour and
Katerina Marazopoulou and
Dan Garant and
David D. Jensen},
editor = {Joris M. Mooij and
Dominik Janzing and
Jonas Peters and
Tom Claassen and
Antti Hyttinen},
title = {Propensity Score Matching for Causal Inference with Relational Data},
booktitle = {Proceedings of the {UAI} 2014 Workshop Causal Inference: Learning
and Prediction co-located with 30th Conference on Uncertainty in Artificial
Intelligence {(UAI} 2014), Quebec City, Canada, July 27, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1274},
pages = {25--34},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1274/uai2014ci\_paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:24 +0100},
biburl = {https://dblp.org/rec/conf/uai/ArbourMGJ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/irmj/Alderete13,
author = {Mar{\'{\i}}a Ver{\'{o}}nica Alderete},
title = {Internet Incidence on SME's Sales: {A} Propensity Score Matching Analysis},
journal = {Inf. Resour. Manag. J.},
volume = {26},
number = {3},
pages = {40--54},
year = {2013},
url = {https://doi.org/10.4018/irmj.2013070103},
doi = {10.4018/IRMJ.2013070103},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/irmj/Alderete13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bife/WangHX13,
author = {Xiuzhen Wang and
Yi Hu and
Xiaohua Xia},
editor = {Lean Yu and
Rongda Chen and
Shouyang Wang},
title = {Ownership and Indirect Financing of Smes: Estimation Based on Propensity
Score Matching},
booktitle = {Sixth International Conference on Business Intelligence and Financial
Engineering, {BIFE} 2013, Hangzhou, China, November 14-16, 2013},
pages = {196--200},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/BIFE.2013.42},
doi = {10.1109/BIFE.2013.42},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bife/WangHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chb/GunterD12,
author = {Whitney D. Gunter and
Kevin Daly},
title = {Causal or spurious: Using propensity score matching to detangle the
relationship between violent video games and violent behavior},
journal = {Comput. Hum. Behav.},
volume = {28},
number = {4},
pages = {1348--1355},
year = {2012},
url = {https://doi.org/10.1016/j.chb.2012.02.020},
doi = {10.1016/J.CHB.2012.02.020},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chb/GunterD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scientometrics/MutzD12,
author = {R{\"{u}}diger Mutz and
Hans{-}Dieter Daniel},
title = {The generalized propensity score methodology for estimating unbiased
journal impact factors},
journal = {Scientometrics},
volume = {92},
number = {2},
pages = {377--390},
year = {2012},
url = {https://doi.org/10.1007/s11192-012-0670-4},
doi = {10.1007/S11192-012-0670-4},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scientometrics/MutzD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sma/BiaM12,
author = {Michela Bia and
Alessandra Mattei},
title = {Assessing the effect of the amount of financial aids to Piedmont firms
using the generalized propensity score},
journal = {Stat. Methods Appl.},
volume = {21},
number = {4},
pages = {485--516},
year = {2012},
url = {https://doi.org/10.1007/s10260-012-0193-4},
doi = {10.1007/S10260-012-0193-4},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sma/BiaM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/ArpinoM11,
author = {Bruno Arpino and
Fabrizia Mealli},
title = {The specification of the propensity score in multilevel observational
studies},
journal = {Comput. Stat. Data Anal.},
volume = {55},
number = {4},
pages = {1770--1780},
year = {2011},
url = {https://doi.org/10.1016/j.csda.2010.11.008},
doi = {10.1016/J.CSDA.2010.11.008},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/ArpinoM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jors/Bijak11,
author = {Katarzyna Bijak},
title = {Kalman filtering as a performance monitoring technique for a propensity
scorecard},
journal = {J. Oper. Res. Soc.},
volume = {62},
number = {1},
pages = {29--37},
year = {2011},
url = {https://doi.org/10.1057/jors.2009.183},
doi = {10.1057/JORS.2009.183},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jors/Bijak11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlmua/LiuTCC11,
author = {Xuecheng Liu and
Richard E. Tremblay and
Sylvana C{\^{o}}t{\'{e}} and
Rene Carbonneau},
editor = {Shoumei Li and
Xia Wang and
Yoshiaki Okazaki and
Jun Kawabe and
Toshiaki Murofushi and
Li Guan},
title = {Linking Developmental Propensity Score to Fuzzy Sets: {A} New Perspective,
Applications and Generalizations},
booktitle = {Nonlinear Mathematics for Uncertainty and its Applications, {NL-MUA}
2011, Beijing, China, September 7-9, 2011},
series = {Advances in Intelligent and Soft Computing},
volume = {100},
pages = {341--348},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22833-9\_41},
doi = {10.1007/978-3-642-22833-9\_41},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nlmua/LiuTCC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AgarwalLS11,
author = {Deepak Agarwal and
Lihong Li and
Alexander J. Smola},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Linear-Time Estimators for Propensity Scores},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {93--100},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/agarwal11c/agarwal11c.pdf},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AgarwalLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/astawsa/Pfeifer09,
author = {Christian Pfeifer},
title = {Homogene und heterogene Teilnahmeeffekte des Hamburger Kombilohnmodells:
Ein Verfahrensvergleich von Propensity Score Matching und linearer
Regression},
journal = {AStA Wirtschafts und Sozialstatistisches Arch.},
volume = {3},
number = {1},
pages = {41--65},
year = {2009},
url = {https://doi.org/10.1007/s11943-009-0055-1},
doi = {10.1007/S11943-009-0055-1},
timestamp = {Fri, 24 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/astawsa/Pfeifer09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sma/Mattei09,
author = {Alessandra Mattei},
title = {Estimating and using propensity score in presence of missing background
data: an application to assess the impact of childbearing on wellbeing},
journal = {Stat. Methods Appl.},
volume = {18},
number = {2},
pages = {257--273},
year = {2009},
url = {https://doi.org/10.1007/s10260-007-0086-0},
doi = {10.1007/S10260-007-0086-0},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sma/Mattei09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cso/FanZC09,
author = {Min Fan and
Jiaping Zhang and
Xiaoyong Chen},
editor = {Lean Yu and
Kin Keung Lai and
Shashi Kant Mishra},
title = {Propensity Score Techniques to Evaluate Returns of College Education},
booktitle = {Proceedings of the Second International Joint Conference on Computational
Sciences and Optimization, {CSO} 2009, Sanya, Hainan, China, 24-26
April 2009, Volume 1},
pages = {451--454},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSO.2009.105},
doi = {10.1109/CSO.2009.105},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cso/FanZC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Hoshino08,
author = {Takahiro Hoshino},
title = {A Bayesian propensity score adjustment for latent variable modeling
and {MCMC} algorithm},
journal = {Comput. Stat. Data Anal.},
volume = {52},
number = {3},
pages = {1413--1429},
year = {2008},
url = {https://doi.org/10.1016/j.csda.2007.03.024},
doi = {10.1016/J.CSDA.2007.03.024},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Hoshino08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/TosattoB07,
author = {Silvio C. E. Tosatto and
Roberto Battistutta},
title = {{TAP} score: torsion angle propensity normalization applied to local
protein structure evaluation},
journal = {{BMC} Bioinform.},
volume = {8},
year = {2007},
url = {https://doi.org/10.1186/1471-2105-8-155},
doi = {10.1186/1471-2105-8-155},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/TosattoB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LeonH07,
author = {Andrew C. Leon and
Donald Hedeker},
title = {Quintile stratification based on a misspecified propensity score in
longitudinal treatment effectiveness analyses of ordinal doses},
journal = {Comput. Stat. Data Anal.},
volume = {51},
number = {12},
pages = {6114--6122},
year = {2007},
url = {https://doi.org/10.1016/j.csda.2006.12.021},
doi = {10.1016/J.CSDA.2006.12.021},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/LeonH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/Lian03,
author = {Ie{-}Bin Lian},
title = {Reducing over-dispersion by generalized degree of freedom and propensity
score},
journal = {Comput. Stat. Data Anal.},
volume = {43},
number = {2},
pages = {197--214},
year = {2003},
url = {https://doi.org/10.1016/S0167-9473(02)00223-2},
doi = {10.1016/S0167-9473(02)00223-2},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/Lian03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Rubin03,
author = {Donald B. Rubin},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Taking Causality Seriously: Propensity Score Methodology Applied to
Estimate the Effects of Marketing Interventions},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {16--22},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_4},
doi = {10.1007/978-3-540-39857-8\_4},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/Rubin03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Rubin03,
author = {Donald B. Rubin},
editor = {Nada Lavrac and
Dragan Gamberger and
Hendrik Blockeel and
Ljupco Todorovski},
title = {Taking Causality Seriously: Propensity Score Methodology Applied to
Estimate the Effects of Marketing Interventions},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2003, 7th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik,
Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2838},
pages = {16--22},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39804-2\_4},
doi = {10.1007/978-3-540-39804-2\_4},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/Rubin03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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