DocumentCode
2268792
Title
Achievable regions in the bias-variance plane for parametric estimation problems
Author
Hero, Alfred ; Usman, Mohamed
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Michigan Univ., Ann Arbor, MI, USA
fYear
1995
fDate
17-22 Sep 1995
Firstpage
180
Abstract
We use the uniform Cramer-Rao (CR) lower bound to generate bias-variance tradeoff curves which separate achievable from unachievable regions in the estimator bias variance plane
Keywords
parameter estimation; achievable regions; bias-variance tradeoff curves; estimator bias variance plane; parametric estimation problems; unachievable regions; uniform Cramer-Rao lower bound; Chromium; Computer science; Constraint theory; Convolution; Equations; Least squares approximation; Maximum likelihood estimation; Parameter estimation; Random variables; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Theory, 1995. Proceedings., 1995 IEEE International Symposium on
Conference_Location
Whistler, BC
Print_ISBN
0-7803-2453-6
Type
conf
DOI
10.1109/ISIT.1995.531529
Filename
531529
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