Takayuki Shiohama

A mixture transition distribution modeling for higher-order circular Markov processes

2023 · arXiv (Cornell University)

The stationary higher-order Markov process for circular data is considered. We employ the mixture transition distribution (MTD) model to express the transition density of the process on the circle. The underlying circular transition distribution is …