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q-bio.QM2025
Comparative study of Bayesian and Frequentist methods for epidemic forecasting: Insights from simulated and historical data
Hamed Karami, Ruiyan Luo, Pejman Sanaei +1
Accurate epidemic forecasting is critical for effective public health interventions. This study compares Bayesian and Frequentist estimation frameworks within deterministic compart…
q-bio.QM2024
BayesianFitForecast: A User-Friendly R Toolbox for Parameter Estimation and Forecasting with Ordinary Differential Equations
Hamed Karami, Amanda Bleichrodt, Ruiyan Luo +1
Background: Mathematical models based on ordinary differential equations (ODEs) are essential tools across various scientific disciplines, including biology, ecology, and healthcar…