Estimating functional parameters for understanding the impact of weather and government interventions on COVID-19 outbreak

DOI10.1214/22-AOAS1601zbMath1498.62256arXiv2101.05350MaRDI QIDQ2080764

Chih-Li Sung

Publication date: 10 October 2022

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2101.05350

zbMATH Keywords

sensitivity analysisbasic reproduction numbernonparametric regressionepidemic modelasymptomatic infections

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Uses Software

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Cites Work

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• Efficient calibration for imperfect computer models
• Multiobjective optimization of expensive-to-evaluate deterministic computer simulator models
• The design and analysis of computer experiments
• A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology
• Forecasting seasonal influenza with a state-space SIR model
• A model for the emergence of drug resistance in the presence of asymptomatic infections
• Bayesian Calibration of Computer Models
• A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes
• An Efficient Surrogate Model for Emulation and Physics Extraction of Large Eddy Simulations
• Nonparametric functional calibration of computer models
• A Class of Statistics with Asymptotically Normal Distribution

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