Title: Hierarchical State Space Modelling with ctsem Authors: Charles Driver Affiliation: Max Planck for Human Development, Berlin Abstract: The R package ctsem offers an interface for hierarchical continuous time state space modelling. In this talk I will discuss why such models are interesting, highlight a few possibilities for usage, and discuss some of the recent developments including nonlinear models and different estimation approaches.