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Journal Article

Spectral Analysis and Time Series

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TLDR
In this article, the authors introduce the concept of Stationary Random Processes and Spectral Analysis in the Time Domain and Frequency Domain, and present an analysis of Processes with Mixed Spectra.
Abstract
Preface. Preface to Volume 2. Contents of Volume 2. List of Main Notation. Basic Concepts. Elements of Probability Theory. Stationary Random Processes. Spectral Analysis. Estimation in the Time Domain. Estimation in the Frequency Domain. Spectral Analysis in Practice. Analysis of Processes with Mixed Spectra.

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Journal ArticleDOI

Fractals and the analysis of waveforms

TL;DR: The fractal characterization may be especially useful for analyzing and comparing complex waveforms such as electroencephalograms (EEGs), where the x values increase monotonically.
Journal ArticleDOI

Simplifying neural networks by soft weight-sharing

TL;DR: A more complicated penalty term is proposed in which the distribution of weight values is modeled as a mixture of multiple gaussians, which allows the parameters of the mixture model to adapt at the same time as the network learns.
Book

Quantitative Seismic Interpretation: Applying Rock Physics Tools to Reduce Interpretation Risk

TL;DR: In this paper, the authors present a statistical rock physics approach combining rock physics, information theory, and statistics to reduce uncertainty in seismic data. But they do not discuss the use of statistical methods for quantitative seismic interpretation.
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International comovement of stock market returns: a wavelet analysis

TL;DR: In this paper, the authors re-examine the comovement among international stock markets by resorting to a novel approach, wavelet analysis, which allows one to characterize how international stock returns relate in the time and frequency domains simultaneously.
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Are Output Fluctuations Transitory

TL;DR: In this paper, the authors examined the impact of changes in real GNP on the forecast of output over a long time horizon and found that an unexpected change in output today should not substantially change one's forecast in, say, five or ten years.
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