[HTML][HTML] Generalized Hermite processes, discrete chaos and limit theorems

S Bai, MS Taqqu - Stochastic processes and their applications, 2014 - Elsevier
We introduce a broad class of self-similar processes {Z (t), t≥ 0} called generalized Hermite
processes. They have stationary increments, are defined on a Wiener chaos with Hurst …

Multivariate limit theorems in the context of long‐range dependence

S Bai, MS Taqqu - Journal of Time Series Analysis, 2013 - Wiley Online Library
We study the limit law of a vector made up of normalized sums of functions of long‐range
dependent stationary Gaussian series. Depending on the memory parameter of the …

[HTML][HTML] Limit theorems in the context of multivariate long-range dependence

MC Düker - Stochastic Processes and their Applications, 2020 - Elsevier
This article considers multivariate linear processes whose components are either short-or
long-range dependent. The functional central limit theorems for the sample mean and the …

Asymptotic theory for near integrated processes driven by tempered linear processes

F Sabzikar, Q Wang, PCB Phillips - Journal of Econometrics, 2020 - Elsevier
In an early article on near-unit root autoregression, Ahtola and Tiao (1984) studied the
behavior of the score function in a stationary first order autoregression driven by …

Limit theorems for multivariate long-range dependent processes

MC Düker - arxiv preprint arxiv:1704.08609, 2017 - arxiv.org
This article considers multivariate linear processes whose components are either short-or
long-range dependent. The functional central limit theorems for the sample mean and the …

[PDF][PDF] High-dimensional time series under long-range dependence and nonstationarity

MC Düker - 2020 - researchgate.net
This thesis is concerned with high-dimensional time series in the context of long-range
dependence and nonstationarity. It is composed of three major parts. The first two parts …

On asymptotics of functionals of random fields with long-range dependence

T Alodat - Bulletin of the Australian Mathematical Society, 2020 - cambridge.org
In probability and statistical applications, methods to deal with random variables differ
according to their dependence structures. The covariance and spectral functions are …

Probabilistic and statistical problems related to long-range dependence

S Bai - 2016 - search.proquest.com
The thesis is made up of a number of studies involving long-range dependence (LRD), that
is, a slow power-law decay in the temporal correlation of stochastic models. Such a …

[PDF][PDF] Long-range dependence meets short-range dependence: multivariate limit theorems

S BAI - 2013 - bcc.impan.pl
Long-range dependence meets short-range dependence: multivariate limit theorems Page 1
Long-range dependence meets short-range dependence: multivariate limit theorems Ray(Shuyang) …