Fundamentals of Statistical Processing, Volume I (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
608
Utgivningsdatum
1993-03-01
Upplaga
1
Förlag
Prentice Hall
Volymtitel
Estimation Theory
Dimensioner
246 x 187 x 37 mm
Vikt
1180 g
Antal komponenter
1
Komponenter
2 v. :
ISBN
9780133457117
Fundamentals of Statistical Processing, Volume I (inbunden)

Fundamentals of Statistical Processing, Volume I

Estimation Theory

Inbunden Engelska, 1993-03-01
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For practicing engineers and scientists who design and analyze signal processing systems, i.e., to extract information from noisy signals radar engineer, sonar engineer, geophysicist, oceanographer, biomedical engineer, communications engineer, economist, statistician, physicist, etc.

A unified presentation of parameter estimation for those involved in the design and implementation of statistical signal processing algorithms.
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Innehållsförteckning



 1. Introduction.


 2. Minimum Variance Unbiased Estimation.


 3. Cramer-Rao Lower Bound.


 4. Linear Models.


 5. General Minimum Variance Unbiased Estimation.


 6. Best Linear Unbiased Estimators.


 7. Maximum Likelihood Estimation.


 8. Least Squares.


 9. Method of Moments.


10. The Bayesian Philosophy.


11. General Bayesian Estimators.


12. Linear Bayesian Estimators.


13. Kalman Filters.


14. Summary of Estimators.


15. Extension for Complex Data and Parameters.


Appendix: Review of Important Concepts.


Glossary of Symbols and Abbreviations.