Diagnostic checking in linear processes with infinite variance
We consider empirical autocorrelations of residuals from infinite variance autoregressive processes. Unlike the finite-variance case, it emerges that the limiting distribution, after suitable normalization, is not always more concentrated around zero when residuals rather than true innovations are employed. (C) 2001 Elsevier Science Ltd. All rights reserved.
stable distributions residual autocorrelation arma-models