Integrated causal-predictive machine learning models for tropical cyclone epidemiology

Nethery, R. C., Katz-Christy, N., Kioumourtzoglou, M.-A., Parks, R. M., Schumacher, A., & Anderson, G. B. (2021). Integrated causal-predictive machine learning models for tropical cyclone epidemiology. Biostatistics, 24(2), 449–464. https://doi.org/10.1093/biostatistics/kxab047
Authors:
Rachel C. Nethery
Nina Katz-Christy
Marianthi-Anna Kioumourtzoglou
Robbie M. Parks
Andrea Schumacher
G. Brooke Anderson
Affiliated Authors:
Marianthi-Anna Kioumourtzoglou
Robbie M. Parks
Columbia Affiliation:
Author Keywords:
causal inference
environmental epidemiology
extreme weather events
hurricanes
latent factor model
matrix completion
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Publication Type:
Article
Unique ID:
10.1093/biostatistics/kxab047
PMID:
34962265
DOI:
10.1093/biostatistics/kxab047
Journal:
Biostatistics
Publication Date:
Data Source:
Scopus
Source Link:
View Scopus Record

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