Estimating an Activity Driven Hidden Markov Model

David A. Meyer, Asif Shakeel

We define a Hidden Markov Model (HMM) in which each hidden state has time-dependent $\text{activity levels}$ that drive transitions and emissions, and show how to estimate its pa…