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BAI Fan
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Annals of Applied Statistics
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EFFICIENT AND EFFECTIVE CALIBRATION OF NUMERICAL MODEL OUTPUTS USING HIERARCHICAL DYNAMIC MODELS
Journal article
Annals of Applied Statistics,2024, volume: 18, issue: 2, pages: 1064-1089
Authors:
Chen, Yewen
;
Chang, Xiaohui
;
Zhang, Bohai
;
Huang, Hui
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View/Download:10/0
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Submit date:2024/09/04
Calibration
hierarchical dynamic models
numerical model outputs
space-partitioning-based ensemble Kalman smoother
stochastic integro-differential equations
variational Bayes
Applications of the Delay Stochastic Simulation Algorithm (DSSA) in Mathematical Epidemiology
Journal article
Mathematics,2022, volume: 10, issue: 20
Authors:
Bai, Fan
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View/Download:6/0
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Submit date:2022/11/14
branching process
delay differential equations
delay stochastic simulation algorithm
Markov chain
numerical methods
probability of a minor epidemic outbreak
stochastic epidemic models with delays
A k-Hop Collaborate Game Model: Extended to Community Budgets and Adaptive Nonsubmodularity
Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems,2021
Authors:
Guo, Jianxiong
;
Wu, Weili
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View/Download:9/0
  |  
Submit date:2022/02/23
Adaptation models
Adaptive startegy
Adaptive systems
Approximation algorithms
approximation alogrithm
collaborate game model
Companies
Games
nonsubmodularity
online social networks (OSNs)
Optimization
Social networking (online)
stochastic optimization
Evaluating different epidemiological models with the identical basic reproduction number ℛ0
Journal article
Journal of Biological Dynamics,2020, volume: 14, issue: 1, pages: 849-870
Authors:
Bai, Fan
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  |  
View/Download:11/0
  |  
Submit date:2022/05/16
continuous-time Markov chain models
Deterministic modelling
final epidemic size
probability of a minor outbreak
stochastic simulation algorithm
Modeling vaccination decision making process in a finite population
Journal article
Mathematical Biosciences,2019, volume: 311, pages: 82-90
Authors:
Bai, Fan
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View/Download:7/0
  |  
Submit date:2022/05/16
Decision making process
Deterministic models
Evolutionary game theory
Moran process
Pairwise approximation
Stochastic models