Browsing by Subject "Linear process"
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Article
The hybrid wild bootstrap for time series
(2012)We introduce a new and simple bootstrap procedure for general linear processes, called the hybrid wild bootstrap. The hybrid wild bootstrap generates frequency domain replicates of the periodogram that imitate asymptotically ...
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Article
On comparing several spectral densities
(2008)We investigated the problem of testing equality among spectral densities of several independent stationary processes. Our main methodological contribution is the introduction of a novel semiparametric log-linear model that ...
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Article
Valid resampling of higher-order statistics using the linear process bootstrap and autoregressive sieve bootstrap
(2013)We show that the linear process bootstrap (LPB) and the autoregressive sieve bootstrap (AR sieve) are, in general, not valid for statistics whose large-sample distribution depends on moments of order higher than two, ...