Density-based Monte Carlo filter and its applications in estimation of unobservable variables and pharmacokinetic parameters

Guanghui Huang, Jianping Wan, Hui Chen

Nonlinear stochastic differential equation models with unobservable variables are now widely used in the analysis of PK/PD data. The unobservable variables are often estimated with…