Diks, Cees; Manzan, Sebastiano - Tinbergen Institute - 2001
We propose information theoretic tests for serial independence and linearity in time series. The test statistics are based on the conditional mutual information, a general measure of dependence between lagged variables. In case of rejecting the null hypothesis, this readily provides insights...