FIELD NOTES TOPIC
simulation-based inference
2 notes, newest first.
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
Researchers compare Simulation-Based Inference (SBI) with Markov chain Monte Carlo (MCMC) methods for Bayesian calibration of a mechanistic epidemiological model using COVID-19 ICU occupancy data from Germany in 2020…
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
A study compares two methods for estimating parameters in epidemiological models: Markov chain Monte Carlo (MCMC) and Simulation-based Inference (SBI). The authors use SBI with neural posterior estimation to analyze…
