Conditional Independence Testing in Time Series

Jieru Shi, Rajen D. Shah

We consider the problem of testing Granger causality in time series, specifically, whether the future outcome $Y_{t+1}$ and the exposure history ${\bar{X}}_t$ are conditionally indepe…