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Periodically Correlated Random Sequences: Spectral Theory and Practice (Wiley Series in Probability and Statistics) by Harry L. Hurd, Abolghassem Miamee is a nonfiction available to read on EtoBox.

What is Periodically Correlated Random Sequences: Spectral Theory and Practice (Wiley Series in Probability and Statistics) about?

<p><P>Uniquely combining theory, application, and computing, this book explores the spectral approach to time series analysis<P>The use of periodically correlated (or cyclostationary) processes has become increasingly popular in a range of research areas such as meteorology, climate, communications, economics, and machine diagnostics. Periodically Correlated Random Sequences presents the main ideas of these processes through the use of basic definitions along with motivating, insightful, and illustrative examples. Extensive coverage of key concepts is provided, including second-order theory, Hilbert spaces, Fourier theory, and the spectral theory of harmonizable sequences. The authors also provide a paradigm for nonparametric time series analysis including tests for the presence of PC structures. <P>Features of the book include&#58;<P><ul><P><li>An emphasis on the link between the spectral theory of unitary operators and the correlation structure of PC sequences</li><P><li>A discussion of the issues relating to nonparametric time series analysis for PC sequences, including estimation of the mean, correlation, and spectrum</li><P><li>A balanced blend of historical background with mo

Who reads Periodically Correlated Random Sequences: Spectral Theory and Practice (Wiley Series in Probability and Statistics)?

Author

Harry L. Hurd, Abolghassem Miamee

Publisher

Wiley-Interscience

Published

2007

Language

EN

ISBN

9780470182826

Category

nonfiction

Subjects

Mathematics, Science, Physics