Hierarchical Continuous Time Hidden Markov Model, with Application in Zero-Inflated Accelerometer Data

Zekun Xu, Eric B. Laber, Ana-Maria Staicu

Wearable devices including accelerometers are increasingly being used to collect high-frequency human activity data in situ. There is tremendous potential to use such data to infor…