Testing for the Markov Property in Time Series via Deep Conditional Generative Learning

Yunzhe Zhou, Chengchun Shi, Lexin Li +1

The Markov property is widely imposed in analysis of time series data. Correspondingly, testing the Markov property, and relatedly, inferring the order of a Markov model, are of pa…