Causal Lag Structure Discovery in Confounded Time Series via Orthogonalized Adaptive Estimation

Hong Kiat Tan, Isaac-Neil Zanoria, James Chen +2

Finding which variables cause which others in multivariate time series, and at what lags, is central to science and policy, yet existing methods force a choice between flexible con…