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Statistical Signal Processing, 1st edition

  • Louis Scharf

Published by Pearson (July 1st 1991) - Copyright © 1991

1st edition

Statistical Signal Processing

ISBN-13: 9780201190380

Includes: Paperback
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$143.99 $179.99

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What's included

  • Paperback

    You'll get a bound printed text.

Overview

KEY BENEFITS: This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. KEY TOPICS: This book presents the fundamental ideas in statistical signal processing along four distinct lines: mathematical and statistical preliminaries; decision theory; estimation theory; and time series analysis.

Table of contents



 1. Introduction.


 2. Rudiments of Linear Algebra and Multivariate Normal Theory.


 3. Sufficiency and MVUB Estimators.


 4. Neyman-Pearson Detectors.


 5. Bayes Detectors.


 6. Maximum Likelihood Estimators.


 7. Bayes Estimators.


 8. Minimum Mean-Squared Error Estimators.


 9. Least Squares.


10. Linear Prediction.


11. Modal Analysis.

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