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Communications in Statistics - Simulation and Computation Volume 52, 2023 - Issue 9
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Article

Estimating propensity scores using neural networks and traditional methods: a comparative simulation study

Zachary K. Colliera University of Delaware, Delaware, Newark, USACorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0003-2526-5120
ORCID Icon,
Walter L. Leiteb University of Florida, Gainesville, Florida, USAORCID Iconhttps://orcid.org/0000-0001-7655-5668
ORCID Icon &
Haobai Zhanga University of Delaware, Delaware, Newark, USA
Pages 4545-4560 | Received 11 Jun 2020, Accepted 28 Jul 2021, Published online: 12 Aug 2021

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Read on this site (1)

Gail A. Fish & Walter L. Leite. (2023) Unreliable Continuous Treatment Indicators in Propensity Score Analysis. Multivariate Behavioral Research 0:0, pages 1-19.
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Articles from other publishers (2)

Umakrishnan Kollamparambil, Adeola Oyenubi & Chijioke Nwosu. (2023) Mental distress, COVID19 vaccine distrust and vaccine hesitancy in South Africa: A causal mediation regression analysis. PLOS ONE 18:3, pages e0278218.
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Jiaqin Xu, Kecheng Wei, Ce Wang, Chen Huang, Yaxin Xue, Rui Zhang, Guoyou Qin & Yongfu Yu. (2022) Estimation of average treatment effect based on a multi-index propensity score. BMC Medical Research Methodology 22:1.
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