causal inference and systematic sampling of stationary variables preserves the direction of causality. This paper examines … spurious causality. In particular, systematic sampling induces spurious bi-directional Granger causality among the variables if … the uni-directional causality runs from a non-stationary series to either a stationary or a non-stationary series. On the …