Integration of a Kalman filter in the geographically weighted regression for modeling the transmission of hand, foot and mouth disease

Integration of a Kalman filter in the geographically weighted regression for modeling the transmission of hand, foot and mouth disease

Abstract Background Hand, foot and mouth disease (HFMD) is a common infectious disease whose mechanism of transmission continues to remain a puzzle for researchers. The measurement and prediction of the HFMD incidence can be combined to improve the estimation accuracy, and provide a novel perspectiv...

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Bibliographic Details
Main Authors: Bisong Hu, Wenqing Qiu, Chengdong Xu, Jinfeng Wang
Format: Article
Language:English
Published: BMC 2020-04-01
Series:BMC Public Health
Subjects:
Hand
Foot and mouth disease
Kalman filter
Geographically weighted regression
Spatiotemporal pattern
Determinant factors
Online Access:http://link.springer.com/article/10.1186/s12889-020-08607-7

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http://link.springer.com/article/10.1186/s12889-020-08607-7

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