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Fourier Analysis and Stochastic Processes 2014 Edition
Contributor(s): Bremaud, Pierre (Author)
ISBN: 3319095897     ISBN-13: 9783319095899
Publisher: Springer
OUR PRICE:   $80.74  
Product Type: Paperback
Published: October 2014
Qty:
Temporarily out of stock - Will ship within 2 to 5 weeks
Additional Information
BISAC Categories:
- Mathematics | Probability & Statistics - General
- Mathematics | Mathematical Analysis
Dewey: 510
Series: Universitext
Physical Information: 0.82" H x 6.14" W x 9.21" (1.23 lbs) 385 pages
 
Descriptions, Reviews, Etc.
Publisher Description:

This work is unique as it provides a uniform treatment of the Fourier theories of functions (Fourier transforms and series, z-transforms), finite measures (characteristic functions, convergence in distribution), and stochastic processes (including arma series and point processes).

It emphasises the links between these three themes. The chapter on the Fourier theory of point processes and signals structured by point processes is a novel addition to the literature on Fourier analysis of stochastic processes. It also connects the theory with recent lines of research such as biological spike signals and ultrawide-band communications.

Although the treatment is mathematically rigorous, the convivial style makes the book accessible to a large audience. In particular, it will be interesting to anyone working in electrical engineering and communications, biology (point process signals) and econometrics (arma models). Each chapter has an exercise section, which makes Fourier Analysis and Stochastic Processes suitable for a graduate course in applied mathematics, as well as for self-study.