Résumé
A general moment bound for sums of products of Gaussian vector's functions extending the moment bound in Taqqu (1977, Lemma 4.5) [28] is established. A general central limit theorem for triangular arrays of nonlinear functionals of multidimensional non-stationary Gaussian sequences is proved. This theorem extends the previous results of Breuer and Major (1983) [5], Arcones (1994) [1] and others. A Berry-Esseen-type bound in the abovementioned central limit theorem is derived following Nourdin et al. (2011) [20]. Two applications of the above results are discussed. The first one refers to the asymptotic behavior of a roughness statistic for continuous-time Gaussian processes and the second one is a central limit theorem satisfied by long memory locally stationary processes.
| langue originale | Anglais |
|---|---|
| Pages (de - à) | 457-473 |
| Nombre de pages | 17 |
| journal | Journal of Multivariate Analysis |
| Volume | 114 |
| Numéro de publication | 1 |
| Les DOIs | |
| état | Publié - 1 janv. 2013 |
| Modification externe | Oui |
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