Automatically adapting the number of state particles in SMC${}^2$

Imke Botha, Robert Kohn, Leah South +1

Sequential Monte Carlo squared (SMC${}^2$) methods can be used for parameter inference of intractable likelihood state-space models. These methods replace the likelihood with an unbi…