Aggregation over time, error correction models and Granger causality: A Monte Carlo investigation

Using Monte Carlo experiments, this paper documents the existence of Granger causality distortion in error correction models owing to aggregation over time. The distortion depends on the degree of cointegration, the data span, the sample size, and the type of aggregation.