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This book presents recent findings on central and non-central limit theorems for Toeplitz and tapered Toeplitz random quadratic functionals of stationary processes, with applications in spectral-based statistical inference. It focuses on Gaussian, orthogonal increment-driven, and Lévy-driven linear...
This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the statistical and computational methods involved. Signal processing can broadly be considered to be the recovery of information from physical observations. The received si...
This book presents recent findings on central and non-central limit theorems for Toeplitz and tapered Toeplitz random quadratic functionals of stationary processes, with applications in spectral-based statistical inference. It focuses on Gaussian, orthogonal increment-driven, and Lévy-driven linear...
This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the statistical and computational methods involved. Signal processing can broadly be considered to be the recovery of information from physical observations. The received si...
Spectral and wavelet analysis go beyond standard time domain approaches in econometrics and are able to address questions which cannot be answered by the latter. This work presents the periodogram as an intuitive measure to detect dominant cycles in data. Properties of the periodogram are given with...
This book introduces readers to various signal processing models that have been used in analyzing periodic data, and discusses the statistical and computational methods involved. Signal processing can broadly be considered to be the recovery of information from physical observations. The received si...
Spectral and wavelet analysis go beyond standard time domain approaches in econometrics and are able to address questions which cannot be answered by the latter. This work presents the periodogram as an intuitive measure to detect dominant cycles in data. Properties of the periodogram are given with...