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A First Course in Statistics for Signal Analysis

Posted By: AvaxGenius
A First Course in Statistics for Signal Analysis

A First Course in Statistics for Signal Analysis by Wojbor A. Woyczynski
English | PDF(True) | 2011 | 271 Pages | ISBN : 0817681000 | 4.9 MB

'A First Course in Statistics for Signal Analysis' is a small, dense, and inexpensive book that covers exactly what the title says: statistics for signal analysis. The book has much to recommend it. The author clearly understands the topics presented. The topics are covered in a rigorous manner, but not so rigorous as to be ostentatious. The sequence of topics is clearly targeted at the spectral properties of Gaussian stationary signals. Any student studying traditional communications and signal processing would benefit from an understanding of these topics…In summary, [the work] has much in its favor…This book is most appropriate for a graduate class in signal analysis. It also could be used as a secondary text in a statistics, signal processing, or communications class.

Visualizing Linear Models

Posted By: AvaxGenius
Visualizing Linear Models

Visualizing Linear Models by W. D. Brinda
English | PDF,EPUB | 2021 | 175 Pages | ISBN : 303064166X | 19.7 MB

This book provides a visual and intuitive coverage of the core theory of linear models. Designed to develop fluency with the underlying mathematics and to build a deep understanding of the principles, it's an excellent basis for a one-semester course on statistical theory and linear modeling for intermediate undergraduates or graduate students.