Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 457-473 |
| Number of pages | 17 |
| Journal | Journal of Multivariate Analysis |
| Volume | 114 |
| Issue number | 1 |
| DOIs | |
| Publication status | Published - 1 Jan 2013 |
| Externally published | Yes |
Keywords
- Berry-Esseen bounds
- Central limit theorem for triangular arrays
- Diagram formula
- Hermitian decomposition
- Locally stationary process
- Long memory processes
- Moment bound for Gaussian vector's functions
Fingerprint
Dive into the research topics of 'Moment bounds and central limit theorems for Gaussian subordinated arrays'. Together they form a unique fingerprint.Cite this
- APA
- Author
- BIBTEX
- Harvard
- Standard
- RIS
- Vancouver