Accurate Estimation of Influenza Epidemics using Google Search Data

Augmented Regression with General Online data (ARGO) for accurate estimation of influenza epidemics in United States on national level, regional level and state level. It replicates the method introduced in paper Yang, S., Santillana, M. and Kou, S.C. (2015) ; Ning, S., Yang, S. and Kou, S.C. (2019) ; Yang, S., Ning, S. and Kou, S.C. (2021) .


Reference manual

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3.0.1 by Shihao Yang, 9 months ago

Browse source code at

Authors: Shaoyang Ning , Shihao Yang , S. C. Kou

Documentation:   PDF Manual  

GPL-2 license

Imports xts, glmnet, zoo, XML, xtable, Matrix, boot

Suggests testthat

See at CRAN