An importance sampling approach for reliable and efficient inference in Bayesian ordinary differential equation models

Juho Timonen, Nikolas Siccha, Ben Bales +2

Statistical models can involve implicitly defined quantities, such as solutions to nonlinear ordinary differential equations (ODEs), that unavoidably need to be numerically approxi…