Quantifying Long-Range Dependence in Object-Valued Time Series

Won-Ki Seo, Jiazhen Xu, Han Lin Shang

Object-valued time series, including distributions, covariance matrices, networks, and compositions, lack the linear structure required by conventional autocovariance-based definit…