Causal Discovery from Subsampled Time Series with Proxy Variables

Mingzhou Liu, Xinwei Sun, Lingjing Hu +1

Inferring causal structures from time series data is the central interest of many scientific inquiries. A major barrier to such inference is the problem of subsampling, i.e., the f…