Ensemble bootstrap methodology for forecasting dynamic growth processes using differential equations: application to epidemic outbreaks

Abstract Background Ensemble modeling aims to boost the forecasting performance by systematically integrating the predictive accuracy across individual models. Here we introduce a simple-yet-powerful ensemble methodology for forecasting the trajectory of dynamic growth processes that are defined by...

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Bibliographic Details
Main Authors: Gerardo Chowell, Ruiyan Luo
Format: Article
Language:English
Published: BMC 2021-02-01
Series:BMC Medical Research Methodology
Subjects:
Online Access:https://doi.org/10.1186/s12874-021-01226-9