works on
bayesian inference 1identifiability 1mcmc 1ode models 1parameter estimation 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

stat.ME2026

MCMC Methods for Parameter Inference in Structurally Nonidentifiable Models

Xuyuan Wang, Donglin Han, Michael Y. Li

The paper proposes two MCMC algorithms that incorporate structural identifiability analysis to improve Bayesian parameter inference for ODE models with non-identifiable parameters.