Filtering for Aggregate Hidden Markov Models with Continuous Observations

Qinsheng Zhang, Rahul Singh, Yongxin Chen

We consider a class of filtering problems for large populations where each individual is modeled by the same hidden Markov model (HMM). In this paper, we focus on aggregate inferen…