How misleading can sample ACFs of stable MAs be? (Very!)

Citation
Resnick, Sidney et al., How misleading can sample ACFs of stable MAs be? (Very!), Annals of applied probability , 9(3), 1999, pp. 797-817
ISSN journal
10505164
Volume
9
Issue
3
Year of publication
1999
Pages
797 - 817
Database
ACNP
SICI code
Abstract
For the stable moving average process Xt=....f(t+x)M(dx),t=1,2,., we find the weak limit of its sample autocorrelation function as the sample size n increases to .. It turns out that, as a rule, this limit is random! This shows how dangerous it is to rely on sample correlation as a model fitting tool in the heavy tailed case. We discuss for what functions f this limit is nonrandom for all (or only some--this can be the case, too!) lags.