Dynamic Chain Graph Models for Ordinal Time Series Data

Pariya Behrouzi, Fentaw Abegaz, Ernst C. Wit

This paper introduces sparse dynamic chain graph models for network inference in high dimensional non-Gaussian time series data. The proposed method parametrized by a precision mat…