External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning

Research article (BMC Medical Research Methodology, 2022) · cited 21× · AI/ML
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External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning

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External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning is a scholarly article[1].

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APA 4ort.xyz Knowledge Graph. (2026). External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning. Retrieved May 24, 2026, from https://4ort.xyz/entity/external-control-arm-analysis-an-evaluation-of-propensity-score-approaches-g-computation-and-doubly-debiased-machine-lea
MLA “External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/external-control-arm-analysis-an-evaluation-of-propensity-score-approaches-g-computation-and-doubly-debiased-machine-lea.
BibTeX @misc{4ortxyz_external-control-arm-analysis-an-evaluation-of-propensity-score-approaches-g-computation-and-doubly-debiased-machine-lea_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning}}, year = {2026}, url = {https://4ort.xyz/entity/external-control-arm-analysis-an-evaluation-of-propensity-score-approaches-g-computation-and-doubly-debiased-machine-lea}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): External control arm analysis: an evaluation of propensity score approaches, G-computation, and doubly debiased machine learning — https://4ort.xyz/entity/external-control-arm-analysis-an-evaluation-of-propensity-score-approaches-g-computation-and-doubly-debiased-machine-lea (retrieved 2026-05-24)

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