DocumentCode
24220
Title
Alternative Admissible Biased Estimators
Author
Gama, Fernando ; Casaglia, Daniel ; Frias, B.C.
Author_Institution
Univ. de Buenos Aires, Buenos Aires, Argentina
Volume
11
Issue
1
fYear
2013
fDate
Feb. 2013
Firstpage
40
Lastpage
47
Abstract
In this work, a biased estimator obtained from an affine transformation of an unbiased estimator will be analyzed. In particular, the method proposed by Y. C. Eldar will be studied, and alternative approaches will be developed for the construction of biased estimators through transformations of unbiased ones. It is finally shown through simulations, that both estimators proposed in this work perform better than other estimators analyzed.
Keywords
affine transforms; estimation theory; affine transformation; alternative admissible biased estimators; unbiased estimator; Abstracts; Analytical models; Electronic countermeasures; Estimation; Mean square error methods; Silicon; Silicon compounds; Biased estimation; admissibility; dominant estimators; mean square error;
fLanguage
English
Journal_Title
Latin America Transactions, IEEE (Revista IEEE America Latina)
Publisher
ieee
ISSN
1548-0992
Type
jour
DOI
10.1109/TLA.2013.6502775
Filename
6502775
Link To Document