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Adjusting for Population Differences Using Machine Learning Methods

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Year: 2021
Type: article
Source: Journal of the Royal Statistical Society Series C (Applied Statistics)
DOI: 10.1111/rssc.12486
Authors: Lauren Cappiello, Zhiwei Zhang, Changyu Shen, Neel M. Butala, Xinping Cui, Robert W. Yeh
Institutions: University of California, Riverside, California State University, Sacramento, National Institutes of Health, National Cancer Institute, Beth Israel Deaconess Medical Center, Harvard University, Massachusetts General Hospital
Language: English

Topic: Advanced Causal Inference Techniques
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
SDG: Good health and well-being

Open Access status: closed

Funders: National Institutes of Health, National Heart, Lung, and Blood Institute
Award: Use of Registries, Claims and Health System Data to Enhance the Evaluation of Cardiovascular Devices
OpenAlex ID: W3149099536
FWCI: 0.179
Cites: 49
Cited by: 1
Related to: 10
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