Title:
Statistical signal processing : detection, estimation, and time series analysis
Personal Author:
Publication Information:
Reading, MA : Addison-Wesley Pub. Co., 1991
ISBN:
9780201190380
Subject Term:
Added Author:
Available:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
|---|---|---|---|---|---|
Searching... | 30000010148766 | TK5102.5 S335 1991 | Open Access Book | Book | Searching... |
On Order
Summary
Summary
This book embraces the many mathematical procedures that engineers and statisticians use to draw inference from imperfect or incomplete measurements. 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 |
